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Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Learning Prices for Repeated Auctions with Strategic Buyers
Kareem Amin · Afshin Rostamizadeh · Umar Syed
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Convex Tensor Decomposition via Structured Schatten Norm Regularization
Ryota Tomioka · Taiji Suzuki
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Aggregating Optimistic Planning Trees for Solving Markov Decision Processes
Gunnar Kedenburg · Raphael Fonteneau · Remi Munos
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
EDML for Learning Parameters in Directed and Undirected Graphical Models
Khaled S Refaat · Arthur Choi · Adnan Darwiche
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Linear Convergence with Condition Number Independent Access of Full Gradients
Lijun Zhang · Mehrdad Mahdavi · Rong Jin
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Accelerating Stochastic Gradient Descent using Predictive Variance Reduction
Rie Johnson · Tong Zhang
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Multiscale Dictionary Learning for Estimating Conditional Distributions
Francesca Petralia · jovo T Vogelstein · David B Dunson
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Data-driven Distributionally Robust Polynomial Optimization
Martin Mevissen · Emanuele Ragnoli · Jia Yuan Yu
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms
Adrien Todeschini · Francois Caron · Marie Chavent
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Learning to Prune in Metric and Non-Metric Spaces
Leonid Boytsov · Bilegsaikhan Naidan
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Approximate Gaussian process inference for the drift function in stochastic differential equations
Andreas Ruttor · Philipp Batz · Manfred Opper
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Estimating LASSO Risk and Noise Level
Mohsen Bayati · Murat A. Erdogdu · Andrea Montanari
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Similarity Component Analysis
Soravit Changpinyo · Kuan Liu · Fei Sha
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Convex Relaxations for Permutation Problems
Fajwel Fogel · Rodolphe Jenatton · Francis Bach · Alexandre d'Aspremont
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Better Approximation and Faster Algorithm Using the Proximal Average
Yao-Liang Yu
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Optimal Neural Population Codes for High-dimensional Stimulus Variables
Jimmy Wang · Alan A Stocker · Daniel D Lee
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Buy-in-Bulk Active Learning
Liu Yang · Jaime Carbonell
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Speedup Matrix Completion with Side Information: Application to Multi-Label Learning
Miao Xu · Rong Jin · Zhi-Hua Zhou
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Robust learning of low-dimensional dynamics from large neural ensembles
David Pfau · Eftychios A Pnevmatikakis · Liam Paninski
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
The Power of Asymmetry in Binary Hashing
Behnam Neyshabur · Nati Srebro · Russ R Salakhutdinov · Yury Makarychev · Payman Yadollahpour
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Embed and Project: Discrete Sampling with Universal Hashing
Stefano Ermon · Carla P Gomes · Ashish Sabharwal · Bart Selman
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Supervised Sparse Analysis and Synthesis Operators
Pablo Sprechmann · Roy Litman · Tal B Ben Yakar · Alexander M Bronstein · Guillermo Sapiro
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Efficient Algorithm for Privately Releasing Smooth Queries
Ziteng Wang · Kai Fan · Jiaqi Zhang · Liwei Wang
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Pass-efficient unsupervised feature selection
Crystal Maung · Haim Schweitzer
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Marginals-to-Models Reducibility
Tim Roughgarden · Michael Kearns
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
On Sampling from the Gibbs Distribution with Random Maximum A-Posteriori Perturbations
Tamir Hazan · Subhransu Maji · Tommi Jaakkola
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Contrastive Learning Using Spectral Methods
James Y Zou · Daniel J Hsu · David C Parkes · Ryan P Adams
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Model Selection for High-Dimensional Regression under the Generalized Irrepresentability Condition
Adel Javanmard · Andrea Montanari
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
On the Linear Convergence of the Proximal Gradient Method for Trace Norm Regularization
Ke Hou · Zirui Zhou · Anthony Man-Cho So · Zhi-Quan Luo
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Generalized Random Utility Models with Multiple Types
Hossein Azari Soufiani · Hansheng Diao · Zhenyu Lai · David C Parkes
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
A message-passing algorithm for multi-agent trajectory planning
Jose Bento · Nate Derbinsky · Javier Alonso-Mora · Jonathan S Yedidia
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Curvature and Optimal Algorithms for Learning and Minimizing Submodular Functions
Rishabh K Iyer · Stefanie Jegelka · Jeff A Bilmes
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Efficient Exploration and Value Function Generalization in Deterministic Systems
Zheng Wen · Benjamin Van Roy
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Local Privacy and Minimax Bounds: Sharp Rates for Probability Estimation
John Duchi · Martin J Wainwright · Michael I Jordan
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Fast Determinantal Point Process Sampling with Application to Clustering
Byungkon Kang
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Compressive Feature Learning
Hristo S Paskov · Bob West · John C Mitchell · Trevor Hastie
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Stochastic Convex Optimization with Multiple Objectives
Mehrdad Mahdavi · Tianbao Yang · Rong Jin
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Deep content-based music recommendation
Aaron van den Oord · Sander Dieleman · Benjamin Schrauwen
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Bayesian Estimation of Latently-grouped Parameters in Undirected Graphical Models
Jie Liu · David Page
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Adaptive Submodular Maximization in Bandit Setting
Victor Gabillon · Branislav Kveton · Zheng Wen · Brian Eriksson · S. Muthukrishnan
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Relevance Topic Model for Unstructured Social Group Activity Recognition
Fang Zhao · Yongzhen Huang · Liang Wang · Tieniu Tan
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Memoized Online Variational Inference for Dirichlet Process Mixture Models
Mike C Hughes · Erik B Sudderth
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Manifold-based Similarity Adaptation for Label Propagation
Masayuki Karasuyama · Hiroshi Mamitsuka
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Online learning in episodic Markovian decision processes by relative entropy policy search
Alexander Zimin · Gergo Neu
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Learning and using language via recursive pragmatic reasoning about other agents
Nathaniel J Smith · Noah Goodman · Michael C Frank
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Improved and Generalized Upper Bounds on the Complexity of Policy Iteration
Bruno Scherrer
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Σ-Optimality for Active Learning on Gaussian Random Fields
Yifei Ma · Roman Garnett · Jeff Schneider
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Auditing: Active Learning with Outcome-Dependent Query Costs
Sivan Sabato · Anand D Sarwate · Nati Srebro
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Estimation, Optimization, and Parallelism when Data is Sparse
John Duchi · Michael I Jordan · Brendan McMahan
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Confidence Intervals and Hypothesis Testing for High-Dimensional Statistical Models
Adel Javanmard · Andrea Montanari
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Least Informative Dimensions
Fabian H Sinz · Anna Stockl · Jan Grewe · Jan Benda
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
On the Sample Complexity of Subspace Learning
Alessandro Rudi · Guille D Canas · Lorenzo Rosasco
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Sensor Selection in High-Dimensional Gaussian Trees with Nuisances
Daniel S Levine · Jonathan P How
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
When in Doubt, SWAP: High-Dimensional Sparse Recovery from Correlated Measurements
Divyanshu Vats · Richard Baraniuk
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion
Nguyen Viet Cuong · Wee Sun Lee · Nan Ye · Kian Ming A Chai · Hai Leong Chieu
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Learning Stochastic Inverses
Andreas Stuhlmüller · Jacob Taylor · Noah Goodman
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Projecting Ising Model Parameters for Fast Mixing
Justin Domke · Xianghang Liu
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Online Learning of Nonparametric Mixture Models via Sequential Variational Approximation
Dahua Lin
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Correlated random features for fast semi-supervised learning
Brian McWilliams · David Balduzzi · Joachim M Buhmann
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Polar Operators for Structured Sparse Estimation
Xinhua Zhang · Yao-Liang Yu · Dale Schuurmans
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions
Eftychios A Pnevmatikakis · Liam Paninski
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity
Anima Anandkumar · Daniel J Hsu · Majid Janzamin · Sham M Kakade
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Blind Calibration in Compressed Sensing using Message Passing Algorithms
Christophe Schulke · Francesco Caltagirone · Florent Krzakala · Lenka Zdeborova
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Scalable Inference for Logistic-Normal Topic Models
Jianfei Chen · Jun Zhu · Zi Wang · Xun Zheng · Bo Zhang
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions
Yasin Abbasi · Peter L Bartlett · Varun Kanade · Yevgeny Seldin · Csaba Szepesvari
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Hierarchical Modular Optimization of Convolutional Networks Achieves Representations Similar to Macaque IT and Human Ventral Stream
Daniel L Yamins · Ha Hong · Charles Cadieu · James J DiCarlo
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
A Gang of Bandits
Nicolò Cesa-Bianchi · Claudio Gentile · Giovanni Zappella
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
A Graphical Transformation for Belief Propagation: Maximum Weight Matchings and Odd-Sized Cycles
Jinwoo Shin · Andrew E Gelfand · Misha Chertkov
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Reflection methods for user-friendly submodular optimization
Stefanie Jegelka · Francis Bach · Suvrit Sra
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Computing the Stationary Distribution Locally
Christina E Lee · Asuman Ozdaglar · Devavrat Shah
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Streaming Variational Bayes
Tamara Broderick · Nicholas Boyd · Andre Wibisono · Ashia C Wilson · Michael I Jordan
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Bayesian optimization explains human active search
Ali Borji · Laurent Itti
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Online Learning of Dynamic Parameters in Social Networks
Shahin Shahrampour · Sasha Rakhlin · Ali Jadbabaie
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Bayesian inference for low rank spatiotemporal neural receptive fields
Mijung Park · Jonathan W Pillow
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Modeling Overlapping Communities with Node Popularities
Prem K Gopalan · Chong Wang · David Blei
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Spectral methods for neural characterization using generalized quadratic models
Il Memming Park · Evan W Archer · Nicholas Priebe · Jonathan W Pillow
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
An Approximate, Efficient LP Solver for LP Rounding
Srikrishna Sridhar · Stephen Wright · Christopher Re · Ji Liu · Victor Bittorf · Ce Zhang
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
(Nearly) Optimal Algorithms for Private Online Learning in Full-information and Bandit Settings
Abhradeep Guha Thakurta · Adam Smith
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Generalized Method-of-Moments for Rank Aggregation
Hossein Azari Soufiani · William Z Chen · David C Parkes · Lirong Xia
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Mixed Optimization for Smooth Functions
Mehrdad Mahdavi · Lijun Zhang · Rong Jin
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
A Stability-based Validation Procedure for Differentially Private Machine Learning
Kamalika Chaudhuri · Staal A Vinterbo
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Accelerated Mini-Batch Stochastic Dual Coordinate Ascent
Shai Shalev-Shwartz · Tong Zhang
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Learning Chordal Markov Networks by Constraint Satisfaction
Jukka Corander · Tomi Janhunen · Jussi Rintanen · Henrik Nyman · Johan Pensar
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Solving the multi-way matching problem by permutation synchronization
Deepti Pachauri · Risi Kondor · Vikas Singh
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Cluster Trees on Manifolds
Sivaraman Balakrishnan · Srivatsan Narayanan · Alessandro Rinaldo · Aarti Singh · Larry Wasserman
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Minimax Theory for High-dimensional Gaussian Mixtures with Sparse Mean Separation
Martin Azizyan · Aarti Singh · Larry Wasserman
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Latent Structured Active Learning
Wenjie Luo · Alex Schwing · Raquel Urtasun
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Low-Rank Matrix and Tensor Completion via Adaptive Sampling
Akshay Krishnamurthy · Aarti Singh
Poster
Thu Dec 5th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
A Scalable Approach to Probabilistic Latent Space Inference of Large-Scale Networks
Junming Yin · Qirong Ho · Eric P Xing
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Wavelets on Graphs via Deep Learning
Raif Rustamov · Leonidas J Guibas
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Flexible sampling of discrete data correlations without the marginal distributions
Freddie Kalaitzis · Ricardo Silva
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Demixing odors - fast inference in olfaction
Agnieszka Grabska-Barwinska · Jeff Beck · Alexandre Pouget · Peter E Latham
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Near-Optimal Entrywise Sampling for Data Matrices
Dimitris Achlioptas · Zohar S Karnin · Edo Liberty
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Auxiliary-variable Exact Hamiltonian Monte Carlo Samplers for Binary Distributions
Ari Pakman · Liam Paninski
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
A New Convex Relaxation for Tensor Completion
Bernardino Romera-Paredes · Massimiliano Pontil
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Learning Hidden Markov Models from Non-sequence Data via Tensor Decomposition
T.-K. Huang · Jeff Schneider
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
RNADE: The real-valued neural autoregressive density-estimator
Benigno Uria · Iain Murray · Hugo Larochelle
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Recurrent linear models of simultaneously-recorded neural populations
Marius Pachitariu · Biljana Petreska · Maneesh Sahani
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
On Decomposing the Proximal Map
Yao-Liang Yu
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Integrated Non-Factorized Variational Inference
Shaobo Han · Xuejun Liao · Lawrence Carin
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Correlations strike back (again): the case of associative memory retrieval
Cristina Savin · Peter Dayan · Mate Lengyel
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Stochastic blockmodel approximation of a graphon: Theory and consistent estimation
Edo M Airoldi · Thiago B Costa · Stanley H Chan
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Variance Reduction for Stochastic Gradient Optimization
Chong Wang · Xi Chen · Alex J Smola · Eric P Xing
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Capacity of strong attractor patterns to model behavioural and cognitive prototypes
Abbas Edalat
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Bayesian Hierarchical Community Discovery
Charles Blundell · Yee Whye Teh
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Adaptive dropout for training deep neural networks
Jimmy Ba · Brendan Frey
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Generalized Denoising Auto-Encoders as Generative Models
Yoshua Bengio · Li Yao · Guillaume Alain · Pascal Vincent
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
On the Complexity and Approximation of Binary Evidence in Lifted Inference
Guy Van den Broeck · Adnan Darwiche
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Discovering Hidden Variables in Noisy-Or Networks using Quartet Tests
Yacine Jernite · Yonatan Halpern · David Sontag
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Low-rank matrix reconstruction and clustering via approximate message passing
Ryosuke Matsushita · Toshiyuki Tanaka
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Distributed Submodular Maximization: Identifying Representative Elements in Massive Data
Baharan Mirzasoleiman · Amin Karbasi · Rik Sarkar · Andreas Krause
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Universal models for binary spike patterns using centered Dirichlet processes
Il Memming Park · Evan W Archer · Kenneth W Latimer · Jonathan W Pillow
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Perfect Associative Learning with Spike-Timing-Dependent Plasticity
Christian Albers · Maren Westkott · Klaus R Pawelzik
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Optimistic Concurrency Control for Distributed Unsupervised Learning
Xinghao Pan · Joseph E Gonzalez · Stefanie Jegelka · Tamara Broderick · Michael I Jordan
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Bayesian entropy estimation for binary spike train data using parametric prior knowledge
Evan W Archer · Il Memming Park · Jonathan W Pillow
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
A Determinantal Point Process Latent Variable Model for Inhibition in Neural Spiking Data
Jasper Snoek · Richard Zemel · Ryan P Adams
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs
Vikash K Mansinghka · Tejas D Kulkarni · Yura N Perov · Josh Tenenbaum
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Top-Down Regularization of Deep Belief Networks
Hanlin Goh · Nicolas Thome · Matthieu Cord · Joo-Hwee Lim
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Exact and Stable Recovery of Pairwise Interaction Tensors
Shouyuan Chen · Michael R Lyu · Irwin King · Zenglin Xu
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Efficient Online Inference for Bayesian Nonparametric Relational Models
Dae Il Kim · Prem K Gopalan · David Blei · Erik B Sudderth
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Structured Learning via Logistic Regression
Justin Domke
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Understanding Dropout
Pierre Baldi · Peter J Sadowski
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Large Scale Distributed Sparse Precision Estimation
Huahua Wang · Arindam Banerjee · Cho-Jui Hsieh · Pradeep K Ravikumar · Inderjit S Dhillon
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Matrix factorization with binary components
Martin Slawski · Matthias Hein · Pavlo Lutsik
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Stochastic Gradient Riemannian Langevin Dynamics on the Probability Simplex
Sam Patterson · Yee Whye Teh
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Bayesian inference as iterated random functions with applications to sequential inference in graphical models
Arash A Amini · Long Nguyen
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Graphical Models for Inference with Missing Data
Karthika Mohan · Judea Pearl · Jin Tian
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Learning Efficient Random Maximum A-Posteriori Predictors with Non-Decomposable Loss Functions
Tamir Hazan · Subhransu Maji · Joseph Keshet · Tommi Jaakkola
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Annealing between distributions by averaging moments
Roger B Grosse · Chris J J Maddison · Russ R Salakhutdinov
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Memory Limited, Streaming PCA
Ioannis Mitliagkas · Constantine Caramanis · Prateek Jain
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Firing rate predictions in optimal balanced networks
David G Barrett · Sophie Denève · Christian K Machens
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Reconciling "priors'' & "priors" without prejudice?
Remi Gribonval · Pierre Machart
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Analyzing Hogwild Parallel Gaussian Gibbs Sampling
Matthew Johnson · James Saunderson · Alan S Willsky
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Reasoning With Neural Tensor Networks for Knowledge Base Completion
Richard Socher · Danqi Chen · Christopher D Manning · Andrew Y Ng
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Convex Two-Layer Modeling
Özlem Aslan · Hao Cheng · Xinhua Zhang · Dale Schuurmans
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Stochastic Ratio Matching of RBMs for Sparse High-Dimensional Inputs
Yann Dauphin · Yoshua Bengio
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Robust Sparse Principal Component Regression under the High Dimensional Elliptical Model
Fang Han · Han Liu
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Zero-Shot Learning Through Cross-Modal Transfer
Richard Socher · Milind Ganjoo · Christopher D Manning · Andrew Y Ng
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Neural representation of action sequences: how far can a simple snippet-matching model take us?
Cheston Tan · Jedediah M Singer · Thomas Serre · David Sheinberg · Tomaso A Poggio
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Dropout Training as Adaptive Regularization
Stefan Wager · Sida Wang · Percy S Liang
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Learning Stochastic Feedforward Neural Networks
Yichuan Tang · Russ R Salakhutdinov
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Compete to Compute
Rupesh K Srivastava · Jonathan Masci · Sohrob Kazerounian · Faustino Gomez · Jürgen Schmidhuber
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Restricting exchangeable nonparametric distributions
Sinead A Williamson · Steve N MacEachern · Eric P Xing
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Multi-Prediction Deep Boltzmann Machines
Ian Goodfellow · Mehdi Mirza · Aaron Courville · Yoshua Bengio
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Stochastic Optimization of PCA with Capped MSG
Raman Arora · Andy Cotter · Nati Srebro
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Machine Teaching for Bayesian Learners in the Exponential Family
Xiaojin Zhu
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Noise-Enhanced Associative Memories
Amin Karbasi · Amir Hesam Salavati · Amin Shokrollahi · Lav R Varshney
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Recurrent networks of coupled Winner-Take-All oscillators for solving constraint satisfaction problems
Hesham Mostafa · Lorenz K Muller · Giacomo Indiveri
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Learning Multi-level Sparse Representations
Ferran Diego Andilla · Fred A Hamprecht
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Scalable Influence Estimation in Continuous-Time Diffusion Networks
Nan Du · Le Song · Manuel Gomez-Rodriguez · Hongyuan Zha
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Non-Uniform Camera Shake Removal Using a Spatially-Adaptive Sparse Penalty
Haichao Zhang · David Wipf
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Discriminative Transfer Learning with Tree-based Priors
Nitish Srivastava · Russ R Salakhutdinov
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Learning to Pass Expectation Propagation Messages
Nicolas Heess · Daniel Tarlow · John Winn
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Phase Retrieval using Alternating Minimization
Praneeth Netrapalli · Prateek Jain · Sujay Sanghavi
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Variational Planning for Graph-based MDPs
Qiang Cheng · Qiang Liu · Feng Chen · Alex T Ihler
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Learning with Noisy Labels
Nagarajan Natarajan · Inderjit S Dhillon · Pradeep K Ravikumar · Ambuj Tewari
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Robust Image Denoising with Multi-Column Deep Neural Networks
Forest Agostinelli · Michael R Anderson · Honglak Lee
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Global Solver and Its Efficient Approximation for Variational Bayesian Low-rank Subspace Clustering
Shinichi Nakajima · Akiko Takeda · S. Derin Babacan · Masashi Sugiyama · Ichiro Takeuchi
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Reciprocally Coupled Local Estimators Implement Bayesian Information Integration Distributively
Wenhao Zhang · Si Wu
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Unsupervised Spectral Learning of Finite State Transducers
Raphael Bailly · Xavier Carreras · Ariadna Quattoni
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Causal Inference on Time Series using Restricted Structural Equation Models
Jonas Peters · Dominik Janzing · Bernhard Schölkopf
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Transportability from Multiple Environments with Limited Experiments
Elias Bareinboim · Sanghack Lee · Vasant Honavar · Judea Pearl
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Matrix Completion From any Given Set of Observations
Troy Lee · Adi Shraibman
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Approximate inference in latent Gaussian-Markov models from continuous time observations
Botond Cseke · Manfred Opper · Guido Sanguinetti
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Multisensory Encoding, Decoding, and Identification
Aurel A Lazar · Yevgeniy B Slutskiy
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Nonparametric Multi-group Membership Model for Dynamic Networks
Myunghwan Kim · Jure Leskovec
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Regret based Robust Solutions for Uncertain Markov Decision Processes
Asrar Ahmed · Pradeep Varakantham · Yossiri Adulyasak · Patrick Jaillet
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Distributed Representations of Words and Phrases and their Compositionality
Tomas Mikolov · Ilya Sutskever · Kai Chen · Greg S Corrado · Jeff Dean
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Predicting Parameters in Deep Learning
Misha Denil · Babak Shakibi · Laurent Dinh · Marc'Aurelio Ranzato · Nando de Freitas
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Adaptive Anonymity via $b$-Matching
Krzysztof M Choromanski · Tony Jebara · Kui Tang
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
A simple example of Dirichlet process mixture inconsistency for the number of components
Jeff W Miller · Matthew T Harrison
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
A memory frontier for complex synapses
Subhaneil Lahiri · Surya Ganguli
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Simultaneous Rectification and Alignment via Robust Recovery of Low-rank Tensors
Xiaoqin Zhang · Di Wang · Zhengyuan Zhou · Yi Ma
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
A Deep Architecture for Matching Short Texts
Zhengdong Lu · Hang Li
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
On the Expressive Power of Restricted Boltzmann Machines
James Martens · Arkadev Chattopadhya · Toni Pitassi · Richard Zemel
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Provable Subspace Clustering: When LRR meets SSC
Yu-Xiang Wang · Huan Xu · Chenlei Leng
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Translating Embeddings for Modeling Multi-relational Data
Antoine Bordes · Nicolas Usunier · Alberto Garcia-Duran · Jason Weston · Oksana Yakhnenko
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Inferring neural population dynamics from multiple partial recordings of the same neural circuit
Srini C Turaga · Lars Buesing · Adam M Packer · Henry Dalgleish · Noah Pettit · Michael Hausser · Jakob H Macke
Poster
Fri Dec 6th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Real-Time Inference for a Gamma Process Model of Neural Spiking
David E Carlson · Vinayak Rao · jovo T Vogelstein · Lawrence Carin
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Spike train entropy-rate estimation using hierarchical Dirichlet process priors
Karin C Knudson · Jonathan W Pillow
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
PAC-Bayes-Empirical-Bernstein Inequality
Ilya O Tolstikhin · Yevgeny Seldin
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Designed Measurements for Vector Count Data
Liming Wang · David E Carlson · Miguel Rodrigues · David Wilcox · Robert Calderbank · Lawrence Carin
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Online Variational Approximations to non-Exponential Family Change Point Models: With Application to Radar Tracking
Ryan D Turner · Steven Bottone · Clay J Stanek
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Adaptive Market Making via Online Learning
Jacob D Abernethy · Satyen Kale
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Summary Statistics for Partitionings and Feature Allocations
Isik B Fidaner · A. Taylan Cemgil
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
A Comparative Framework for Preconditioned Lasso Algorithms
Fabian L Wauthier · Nebojsa Jojic · Michael I Jordan
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
On Flat versus Hierarchical Classification in Large-Scale Taxonomies
Rohit Babbar · Ioannis Partalas · Eric Gaussier · Massih-Reza Amini
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Learning with Invariance via Linear Functionals on Reproducing Kernel Hilbert Space
Xinhua Zhang · Wee Sun Lee · Yee Whye Teh
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Dynamic Clustering via Asymptotics of the Dependent Dirichlet Process Mixture
Trevor Campbell · Miao Liu · Brian Kulis · Jonathan P How · Lawrence Carin
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC
Roger Frigola · Fredrik Lindsten · Thomas B Schön · Carl Rasmussen
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel
Tai Qin · Karl Rohe
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation
Harikrishna Narasimhan · Shivani Agarwal
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA
Vince Q Vu · Juhee Cho · Jing Lei · Karl Rohe
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Variational Inference for Mahalanobis Distance Metrics in Gaussian Process Regression
Michalis Titsias · Miguel Lazaro-Gredilla
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Stochastic Majorization-Minimization Algorithms for Large-Scale Optimization
Julien Mairal
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Rapid Distance-Based Outlier Detection via Sampling
Mahito Sugiyama · Karsten Borgwardt
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Non-strongly-convex smooth stochastic approximation with convergence rate O(1/n)
Francis Bach · Eric Moulines
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
A Kernel Test for Three-Variable Interactions
Dino Sejdinovic · Arthur Gretton · Wicher Bergsma
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Latent Maximum Margin Clustering
Guang-Tong Zhou · Tian Lan · Arash Vahdat · Greg Mori
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
q-OCSVM: A q-Quantile Estimator for High-Dimensional Distributions
Assaf Glazer · Michael Lindenbaum · Shaul Markovitch
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Multilinear Dynamical Systems for Tensor Time Series
Mark Rogers · Lei Li · Stuart J Russell
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Small-Variance Asymptotics for Hidden Markov Models
Anirban Roychowdhury · Ke Jiang · Brian Kulis
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Probabilistic Principal Geodesic Analysis
Miaomiao Zhang · Tom Fletcher
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima
Po-Ling Loh · Martin J Wainwright
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
The Fast Convergence of Incremental PCA
Akshay Balsubramani · Sanjoy Dasgupta · Yoav Freund
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Robust Data-Driven Dynamic Programming
Grani Adiwena Hanasusanto · Daniel Kuhn
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Locally Adaptive Bayesian Multivariate Time Series
Daniele Durante · Bruno Scarpa · David B Dunson
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Eluder Dimension and the Sample Complexity of Optimistic Exploration
Dan Russo · Benjamin Van Roy
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Online PCA for Contaminated Data
Jiashi Feng · Huan Xu · Shie Mannor · Shuicheng Yan
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Dirty Statistical Models
Eunho Yang · Pradeep K Ravikumar
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Inverse Density as an Inverse Problem: the Fredholm Equation Approach
Qichao Que · Mikhail Belkin
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Robust Low Rank Kernel Embeddings of Multivariate Distributions
Le Song · Bo Dai
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Optimizing Instructional Policies
Robert V Lindsey · Michael C Mozer · William J Huggins · Harold Pashler
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Statistical analysis of coupled time series with Kernel Cross-Spectral Density operators.
Michel Besserve · Nikos K Logothetis · Bernhard Schölkopf
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Bayesian Mixture Modelling and Inference based Thompson Sampling in Monte-Carlo Tree Search
Aijun Bai · Feng Wu · Xiaoping Chen
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Lasso Screening Rules via Dual Polytope Projection
Jie Wang · Jiayu Zhou · Peter Wonka · Jieping Ye
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited
Matthias Hein · Simon Setzer · Leonardo Jost · Syama Sundar Rangapuram
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Robust Transfer Principal Component Analysis with Rank Constraints
Yuhong Guo
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Regression-tree Tuning in a Streaming Setting
Samory Kpotufe · Francesco Orabona
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Synthesizing Robust Plans under Incomplete Domain Models
Tuan A Nguyen · Subbarao Kambhampati · Minh Do
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Unsupervised Structure Learning of Stochastic And-Or Grammars
Kewei Tu · Maria Pavlovskaia · Song-Chun Zhu
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Sequential Transfer in Multi-armed Bandit with Finite Set of Models
Mohammad Gheshlaghi azar · Alessandro Lazaric · Emma Brunskill
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Approximate Inference in Continuous Determinantal Processes
Raja Hafiz Affandi · Emily Fox · Ben Taskar
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Faster Ridge Regression via the Subsampled Randomized Hadamard Transform
Yichao Lu · Paramveer Dhillon · Dean P Foster · Lyle Ungar
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Robust Bloom Filters for Large MultiLabel Classification Tasks
Moustapha M Cisse · Nicolas Usunier · Thierry Artières · Patrick Gallinari
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Sketching Structured Matrices for Faster Nonlinear Regression
Haim Avron · Vikas Sindhwani · David Woodruff
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Thompson Sampling for 1-Dimensional Exponential Family Bandits
Nathaniel Korda · Emilie Kaufmann · Remi Munos
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Trading Computation for Communication: Distributed Stochastic Dual Coordinate Ascent
Tianbao Yang
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
New Subsampling Algorithms for Fast Least Squares Regression
Paramveer Dhillon · Yichao Lu · Dean P Foster · Lyle Ungar
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
It is all in the noise: Efficient multi-task Gaussian process inference with structured residuals
Barbara Rakitsch · Christoph Lippert · Karsten Borgwardt · Oliver Stegle
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Moment-based Uniform Deviation Bounds for $k$-means and Friends
Matus J Telgarsky · Sanjoy Dasgupta
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Learning Multiple Models via Regularized Weighting
Daniel Vainsencher · Shie Mannor · Huan Xu
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Scoring Workers in Crowdsourcing: How Many Control Questions are Enough?
Qiang Liu · Alex T Ihler · Mark Steyvers
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis
Nikhil Rao · Chris R Cox · Rob Nowak · Timothy T Rogers
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
k-Prototype Learning for 3D Rigid Structures
Hu Ding · Ronald Berezney · Jinhui Xu
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints
Rishabh K Iyer · Jeff A Bilmes
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Using multiple samples to learn mixture models
Jason D Lee · Ran Gilad-Bachrach · Rich Caruana
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
One-shot learning by inverting a compositional causal process
Brenden M Lake · Russ R Salakhutdinov · Josh Tenenbaum
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion
Franz J Kiraly · Louis Theran
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server
Qirong Ho · James Cipar · Henggang Cui · Seunghak Lee · Jin Kyu Kim · Phil Gibbons · Garth A Gibson · Greg Ganger · Eric P Xing
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Gaussian Process Conditional Copulas with Applications to Financial Time Series
José Miguel Hernández-Lobato · James R Lloyd · Daniel Hernández-lobato
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits
Ben Shababo · Brooks Paige · Ari Pakman · Liam Paninski
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
B-test: A Non-parametric, Low Variance Kernel Two-sample Test
Wojciech Zaremba · Arthur Gretton · Matthew B Blaschko
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Information-theoretic lower bounds for distributed statistical estimation with communication constraints
Yuchen Zhang · John Duchi · Michael I Jordan · Martin J Wainwright
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
The Randomized Dependence Coefficient
David Lopez-Paz · Philipp Hennig · Bernhard Schölkopf
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Efficient Optimization for Sparse Gaussian Process Regression
Yanshuai Cao · Marcus A Brubaker · David J Fleet · Aaron Hertzmann
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Learning Kernels Using Local Rademacher Complexity
Corinna Cortes · Marius Kloft · Mehryar Mohri
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Linear decision rule as aspiration for simple decision heuristics
Özgür Şimşek
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
One-shot learning and big data with n=2
Lee H Dicker · Dean P Foster
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Which Space Partitioning Tree to Use for Search?
Pari Ram · Alexander Gray
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
How to Hedge an Option Against an Adversary: Black-Scholes Pricing is Minimax Optimal
Jacob D Abernethy · Peter L Bartlett · Rafael M Frongillo · Andre Wibisono
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
From Bandits to Experts: A Tale of Domination and Independence
Noga Alon · Nicolò Cesa-Bianchi · Claudio Gentile · Yishay Mansour
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Sign Cauchy Projections and Chi-Square Kernel
Ping Li · Gennady Samorodnitsk · John Hopcroft
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Online Robust PCA via Stochastic Optimization
Jiashi Feng · Huan Xu · Shuicheng Yan
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Density estimation from unweighted k-nearest neighbor graphs: a roadmap
Ulrike Von Luxburg · Morteza Alamgir
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Message Passing Inference with Chemical Reaction Networks
Nils E Napp · Ryan P Adams
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Adaptivity to Local Smoothness and Dimension in Kernel Regression
Samory Kpotufe · Vikas K Garg
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Multi-Task Bayesian Optimization
Kevin Swersky · Jasper Snoek · Ryan P Adams
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Two-Target Algorithms for Infinite-Armed Bandits with Bernoulli Rewards
Thomas Bonald · Alexandre Proutiere
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
More data speeds up training time in learning halfspaces over sparse vectors
Amit Daniely · Nati Linial · Shai Shalev-Shwartz
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Predictive PAC Learning and Process Decompositions
Cosma Shalizi · Aryeh Kontorovich
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Distributed k-means and k-median clustering on general communication topologies
Maria-Florina F Balcan · Steven Ehrlich · Yingyu Liang
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Convex Calibrated Surrogates for Low-Rank Loss Matrices with Applications to Subset Ranking Losses
Harish G Ramaswamy · Shivani Agarwal · Ambuj Tewari
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Statistical Active Learning Algorithms
Maria-Florina F Balcan · Vitaly Feldman
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Multiclass Total Variation Clustering
Xavier Bresson · Thomas Laurent · David Uminsky · James von Brecht
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Prior-free and prior-dependent regret bounds for Thompson Sampling
Sebastien Bubeck · Che-Yu Liu
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
What do row and column marginals reveal about your dataset?
Behzad Golshan · John Byers · Evimaria Terzi
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Solving inverse problem of Markov chain with partial observations
Tetsuro Morimura · Takayuki Osogami · Tsuyoshi Ide
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
Fast Algorithms for Gaussian Noise Invariant Independent Component Analysis
James R Voss · Luis Rademacher · Mikhail Belkin
Poster
Sat Dec 7th 07:00 - 11:59 PM @ Harrah's Special Events Center, 2nd Floor
A Latent Source Model for Nonparametric Time Series Classification
George H Chen · Stan Nikolov · Devavrat Shah
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Analyzing the Harmonic Structure in Graph-Based Learning
Xiao-Ming Wu · Zhenguo Li · Shih-Fu Chang
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
On model selection consistency of penalized M-estimators: a geometric theory
Jason D Lee · Yuekai Sun · Jonathan E Taylor
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Optimistic policy iteration and natural actor-critic: A unifying view and a non-optimality result
Paul Wagner
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Understanding variable importances in forests of randomized trees
Gilles Louppe · Louis Wehenkel · Antonio Sutera · Pierre Geurts
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Convergence of Monte Carlo Tree Search in Simultaneous Move Games
Viliam Lisy · Vojta Kovarik · Marc Lanctot · Branislav Bosansky
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Near-optimal Anomaly Detection in Graphs using Lovasz Extended Scan Statistic
James L Sharpnack · Akshay Krishnamurthy · Aarti Singh
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Mid-level Visual Element Discovery as Discriminative Mode Seeking
Carl Doersch · Abhinav Gupta · Alexei A Efros
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Forgetful Bayes and myopic planning: Human learning and decision-making in a bandit setting
Shunan Zhang · Angela J Yu
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
First-order Decomposition Trees
Nima Taghipour · Jesse Davis · Hendrik Blockeel
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Reservoir Boosting : Between Online and Offline Ensemble Learning
Leonidas Lefakis · François Fleuret
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Lexical and Hierarchical Topic Regression
Viet-An Nguyen · Jordan L Boyd-Graber · Philip Resnik
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Factorized Asymptotic Bayesian Inference for Latent Feature Models
Kohei Hayashi · Ryohei Fujimaki
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
On Poisson Graphical Models
Eunho Yang · Pradeep K Ravikumar · Genevera I Allen · Zhandong Liu
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Optimization, Learning, and Games with Predictable Sequences
Sasha Rakhlin · Karthik Sridharan
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Deep Neural Networks for Object Detection
Christian Szegedy · Alexander Toshev · Dumitru Erhan
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Action is in the Eye of the Beholder: Eye-gaze Driven Model for Spatio-Temporal Action Localization
Nataliya Shapovalova · Michalis Raptis · Leonid Sigal · Greg Mori
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Probabilistic Movement Primitives
Alexandros Paraschos · Christian Daniel · Jan R Peters · Gerhard Neumann
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Estimation Bias in Multi-Armed Bandit Algorithms for Search Advertising
Min Xu · Tao Qin · Tie-Yan Liu
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces
Mahdi Milani Fard · Yuri Grinberg · Amir-massoud Farahmand · Joelle Pineau · Doina Precup
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Learning the Local Statistics of Optical Flow
Dan Rosenbaum · Daniel Zoran · Yair Weiss
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Mapping paradigm ontologies to and from the brain
Yannick Schwartz · Bertrand Thirion · Gael Varoquaux
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Variational Policy Search via Trajectory Optimization
Sergey Levine · Vladlen Koltun
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Higher Order Priors for Joint Intrinsic Image, Objects, and Attributes Estimation
Vibhav Vineet · Carsten Rother · Philip Torr
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Robust Spatial Filtering with Beta Divergence
Wojciech Samek · Duncan Blythe · Klaus-Robert Müller · Motoaki Kawanabe
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Deep Fisher Networks for Large-Scale Image Classification
Karen Simonyan · Andrea Vedaldi · Andrew Zisserman
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Sinkhorn Distances: Lightspeed Computation of Optimal Transport
Marco Cuturi
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Fast Template Evaluation with Vector Quantization
Mohammad Amin Sadeghi · David Forsyth
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Tracking Time-varying Graphical Structure
Erich Kummerfeld · David Danks
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Optimal integration of visual speed across different spatiotemporal frequency channels
Matjaz Jogan · Alan A Stocker
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Learning Trajectory Preferences for Manipulators via Iterative Improvement
Ashesh Jain · Brian Wojcik · Thorsten Joachims · Ashutosh Saxena
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Reinforcement Learning in Robust Markov Decision Processes
Shiau-Hong Lim · Huan Xu · Shie Mannor
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Adaptive Step-Size for Policy Gradient Methods
Matteo Pirotta · Marcello Restelli · Luca Bascetta
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Estimating the Unseen: Improved Estimators for Entropy and other Properties
Paul Valiant · Gregory Valiant
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Projected Natural Actor-Critic
Philip S Thomas · William C Dabney · Stephen Giguere · Sridhar Mahadevan
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Direct 0-1 Loss Minimization and Margin Maximization with Boosting
Shaodan Zhai · Tian Xia · Ming Tan · Shaojun Wang
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Distributed Exploration in Multi-Armed Bandits
Eshcar Hillel · Zohar S Karnin · Tomer Koren · Ronny Lempel · Oren Somekh
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Reshaping Visual Datasets for Domain Adaptation
Boqing Gong · Kristen Grauman · Fei Sha
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Visual Concept Learning: Combining Machine Vision and Bayesian Generalization on Concept Hierarchies
Yangqing Jia · Joshua T Abbott · Joseph L Austerweil · Thomas Griffiths · Trevor Darrell
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Learning Gaussian Graphical Models with Observed or Latent FVSs
Ying Liu · Alan S Willsky
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Dimension-Free Exponentiated Gradient
Francesco Orabona
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Training and Analysing Deep Recurrent Neural Networks
Michiel Hermans · Benjamin Schrauwen
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Conditional Random Fields via Univariate Exponential Families
Eunho Yang · Pradeep K Ravikumar · Genevera I Allen · Zhandong Liu
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Third-Order Edge Statistics: Contour Continuation, Curvature, and Cortical Connections
Matthew Lawlor · Steven W Zucker
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Sparse Inverse Covariance Estimation with Calibration
Tuo Zhao · Han Liu
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Learning word embeddings efficiently with noise-contrastive estimation
Andriy Mnih · koray kavukcuoglu
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching
Marcelo Fiori · Pablo Sprechmann · jovo T Vogelstein · Pablo Muse · Guillermo Sapiro
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
High-Dimensional Gaussian Process Bandits
Josip Djolonga · Andreas Krause · Volkan Cevher
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Policy Shaping: Integrating Human Feedback with Reinforcement Learning
Shane Griffith · Kaushik Subramanian · Jonathan Scholz · Charles L Isbell · Andrea L Thomaz
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Learning Adaptive Value of Information for Structured Prediction
David J Weiss · Ben Taskar
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Geometric optimisation on positive definite matrices for elliptically contoured distributions
Suvrit Sra · Reshad Hosseini
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Beyond Pairwise: Provably Fast Algorithms for Approximate $k$-Way Similarity Search
Anshumali Shrivastava · Ping Li
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Action from Still Image Dataset and Inverse Optimal Control to Learn Task Specific Visual Scanpaths
Stefan Mathe · Cristian Sminchisescu
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Heterogeneous-Neighborhood-based Multi-Task Local Learning Algorithms
Yu Zhang
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent
Yuening Hu · Jordan L Boyd-Graber · Hal Daume III · Z. Irene Ying
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Speeding up Permutation Testing in Neuroimaging
Chris Hinrichs · Vamsi K Ithapu · Qinyuan Sun · Sterling C Johnson · Vikas Singh
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Modeling Clutter Perception using Parametric Proto-object Partitioning
Chen-Ping Yu · Wen-Yu Hua · Dimitris Samaras · Greg Zelinsky
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Reward Mapping for Transfer in Long-Lived Agents
Xiaoxiao Guo · Satinder Singh · Richard L Lewis
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Generalizing Analytic Shrinkage for Arbitrary Covariance Structures
Daniel Bartz · Klaus-Robert Müller
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
On Algorithms for Sparse Multi-factor NMF
Siwei Lyu · Xin Wang
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
BIG & QUIC: Sparse Inverse Covariance Estimation for a Million Variables
Cho-Jui Hsieh · Matyas A Sustik · Inderjit S Dhillon · Pradeep K Ravikumar · Russell Poldrack
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Learning invariant representations and applications to face verification
Qianli Liao · Joel Z Leibo · Tomaso A Poggio
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Parallel Sampling of DP Mixture Models using Sub-Cluster Splits
Jason Chang · John W Fisher III
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
What Are the Invariant Occlusive Components of Image Patches? A Probabilistic Generative Approach
Zhenwen Dai · Georgios Exarchakis · Jörg Lücke
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Context-sensitive active sensing in humans
Sheeraz Ahmad · He Huang · Angela J Yu
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
The Pareto Regret Frontier
Wouter M Koolen
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
A Novel Two-Step Method for Cross Language Representation Learning
Min Xiao · Yuhong Guo
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Online Learning with Costly Features and Labels
Navid Zolghadr · Gábor Bartók · Russell Greiner · András György · Csaba Szepesvari
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Sparse Additive Text Models with Low Rank Background
Lei Shi
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Global MAP-Optimality by Shrinking the Combinatorial Search Area with Convex Relaxation
Bogdan Savchynskyy · Jörg Hendrik H Kappes · Paul Swoboda · Christoph Schnörr
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
A* Lasso for Learning a Sparse Bayesian Network Structure for Continuous Variables
Jing Xiang · Seyoung Kim
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Parametric Task Learning
Ichiro Takeuchi · Tatsuya Hongo · Masashi Sugiyama · Shinichi Nakajima
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Non-Linear Domain Adaptation with Boosting
Carlos J Becker · Christos M Christoudias · Pascal Fua
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
(More) Efficient Reinforcement Learning via Posterior Sampling
Ian Osband · Dan Russo · Benjamin Van Roy
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Documents as multiple overlapping windows into grids of counts
Alessandro Perina · Nebojsa Jojic · Manuele Bicego · Andrzej Truski
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Online Learning with Switching Costs and Other Adaptive Adversaries
Nicolò Cesa-Bianchi · Ofer Dekel · Ohad Shamir
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
DESPOT: Online POMDP Planning with Regularization
Adhiraj Somani · Nan Ye · David Hsu · Wee Sun Lee
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Decision Jungles: Compact and Rich Models for Classification
Jamie Shotton · Toby Sharp · Pushmeet Kohli · Sebastian Nowozin · John Winn · Antonio Criminisi
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Minimax Optimal Algorithms for Unconstrained Linear Optimization
Brendan McMahan · Jacob D Abernethy
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Approximate Dynamic Programming Finally Performs Well in the Game of Tetris
Victor Gabillon · Mohammad Ghavamzadeh · Bruno Scherrer
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Learning a Deep Compact Image Representation for Visual Tracking
Naiyan Wang · Dit-Yan Yeung
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Learning from Limited Demonstrations
Beomjoon Kim · Amir-massoud Farahmand · Joelle Pineau · Doina Precup
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Actor-Critic Algorithms for Risk-Sensitive MDPs
Prashanth L.A. · Mohammad Ghavamzadeh
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Transfer Learning in a Transductive Setting
Marcus Rohrbach · Sandra Ebert · Bernt Schiele
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
A multi-agent control framework for co-adaptation in brain-computer interfaces
Josh S Merel · Roy Fox · Tony Jebara · Liam Paninski
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Scalable kernels for graphs with continuous attributes
Aasa Feragen · Niklas Kasenburg · Jens Petersen · Marleen de Bruijne · Karsten Borgwardt
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Point Based Value Iteration with Optimal Belief Compression for Dec-POMDPs
Liam C MacDermed · Charles L Isbell
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
DeViSE: A Deep Visual-Semantic Embedding Model
Andrea Frome · Greg S Corrado · Jon Shlens · Samy Bengio · Jeff Dean · Marc'Aurelio Ranzato · Tomas Mikolov
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Learning Feature Selection Dependencies in Multi-task Learning
Daniel Hernández-lobato · José Miguel Hernández-Lobato
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Extracting regions of interest from biological images with convolutional sparse block coding
Marius Pachitariu · Adam M Packer · Noah Pettit · Henry Dalgleish · Michael Hausser · Maneesh Sahani
Poster
Sun Dec 8th 02:00 - 06:00 PM @ Harrah's Special Events Center, 2nd Floor
Symbolic Opportunistic Policy Iteration for Factored-Action MDPs
Aswin Raghavan · Roni Khardon · Alan Fern · Prasad Tadepalli