Skip to yearly menu bar Skip to main content


(226 events)   Timezone:  
Show all
Toggle Poster Visibility
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #1
Deep Reinforcement Learning from Human Preferences
In Posters Wed
Paul Christiano · Jan Leike · Tom Brown · Miljan Martic · Shane Legg · Dario Amodei
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #2
Multi-Modal Imitation Learning from Unstructured Demonstrations using Generative Adversarial Nets
In Posters Wed
Karol Hausman · Yevgen Chebotar · Stefan Schaal · Gaurav Sukhatme · Joseph Lim
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #3
EX2: Exploration with Exemplar Models for Deep Reinforcement Learning
In Posters Wed
Justin Fu · John Co-Reyes · Sergey Levine
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #4
#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning
In Posters Wed
Haoran Tang · Rein Houthooft · Davis Foote · Adam Stooke · OpenAI Xi Chen · Yan Duan · John Schulman · Filip DeTurck · Pieter Abbeel
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #5
Thinking Fast and Slow with Deep Learning and Tree Search
In Posters Wed
Thomas Anthony · Zheng Tian · David Barber
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #6
Natural Value Approximators: Learning when to Trust Past Estimates
In Posters Wed
Zhongwen Xu · Joseph Modayil · Hado van Hasselt · Andre Barreto · David Silver · Tom Schaul
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #7
Active Exploration for Learning Symbolic Representations
In Posters Wed
Garrett Andersen · George Konidaris
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #8
State Aware Imitation Learning
In Posters Wed
Yannick Schroecker · Charles Isbell
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #9
Successor Features for Transfer in Reinforcement Learning
In Posters Wed
Andre Barreto · Will Dabney · Remi Munos · Jonathan Hunt · Tom Schaul · David Silver · Hado van Hasselt
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #10
Bridging the Gap Between Value and Policy Based Reinforcement Learning
In Posters Wed
Ofir Nachum · Mohammad Norouzi · Kelvin Xu · Dale Schuurmans
[ Code]  [ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #11
Using Options and Covariance Testing for Long Horizon Off-Policy Policy Evaluation
In Posters Wed
Zhaohan Guo · Philip S. Thomas · Emma Brunskill
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #12
Compatible Reward Inverse Reinforcement Learning
In Posters Wed
Alberto Maria Metelli · Matteo Pirotta · Marcello Restelli
[ Code]  [ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #13
Adaptive Batch Size for Safe Policy Gradients
In Posters Wed
Matteo Papini · Matteo Pirotta · Marcello Restelli
[ Code]  [ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #14
Regret Minimization in MDPs with Options without Prior Knowledge
In Posters Wed
Ronan Fruit · Matteo Pirotta · Alessandro Lazaric · Emma Brunskill
[ Code]  [ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #15
Is the Bellman residual a bad proxy?
In Posters Wed
Matthieu Geist · Bilal Piot · Olivier Pietquin
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #16
Learning Unknown Markov Decision Processes: A Thompson Sampling Approach
In Posters Wed
Yi Ouyang · Mukul Gagrani · Ashutosh Nayyar · Rahul Jain
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #17
Online Reinforcement Learning in Stochastic Games
In Posters Wed
Chen-Yu Wei · Yi-Te Hong · Chi-Jen Lu
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #18
Reinforcement Learning under Model Mismatch
In Posters Wed
Aurko Roy · Huan Xu · Sebastian Pokutta
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #19
Zap Q-Learning
In Posters Wed
Adithya M Devraj · Sean Meyn
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #20
Ensemble Sampling
In Posters Wed
Xiuyuan Lu · Benjamin Van Roy
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #21
Action Centered Contextual Bandits
In Posters Wed
Kristjan Greenewald · Ambuj Tewari · Susan Murphy · Predag Klasnja
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #22
Conservative Contextual Linear Bandits
In Posters Wed
Abbas Kazerouni · Mohammad Ghavamzadeh · Yasin Abbasi · Benjamin Van Roy
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #23
Rotting Bandits
In Posters Wed
Nir Levine · Yacov Crammer · Shie Mannor
[ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #24
Identifying Outlier Arms in Multi-Armed Bandit
In Posters Wed
Honglei Zhuang · Chi Wang · Yifan Wang
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #25
Multi-Task Learning for Contextual Bandits
In Posters Wed
Aniket Anand Deshmukh · Urun Dogan · Clay Scott
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #26
Boltzmann Exploration Done Right
In Posters Wed
Nicolò Cesa-Bianchi · Claudio Gentile · Gergely Neu · Gabor Lugosi
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #27
Improving the Expected Improvement Algorithm
In Posters Wed
Chao Qin · Diego Klabjan · Daniel Russo
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #28
A KL-LUCB algorithm for Large-Scale Crowdsourcing
In Posters Wed
Ervin Tanczos · Robert Nowak · Bob Mankoff
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #29
Scalable Generalized Linear Bandits: Online Computation and Hashing
In Posters Wed
Kwang-Sung Jun · Aniruddha Bhargava · Robert Nowak · Rebecca Willett
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #30
Bandits Dueling on Partially Ordered Sets
In Posters Wed
Julien Audiffren · Liva Ralaivola
[ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #31
Position-based Multiple-play Bandit Problem with Unknown Position Bias
In Posters Wed
Junpei Komiyama · Junya Honda · Akiko Takeda
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #32
Online Influence Maximization under Independent Cascade Model with Semi-Bandit Feedback
In Posters Wed
Zheng Wen · Branislav Kveton · Michal Valko · Sharan Vaswani
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #33
A Scale Free Algorithm for Stochastic Bandits with Bounded Kurtosis
In Posters Wed
Tor Lattimore
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #34
Adaptive Active Hypothesis Testing under Limited Information
In Posters Wed
Fabio Cecchi · Nidhi Hegde
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #35
Near-Optimal Edge Evaluation in Explicit Generalized Binomial Graphs
In Posters Wed
Sanjiban Choudhury · Shervin Javdani · Siddhartha Srinivasa · Sebastian Scherer
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #36
Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes
In Posters Wed
Taylor Killian · Samuel Daulton · Finale Doshi-Velez · George Konidaris
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #37
Overcoming Catastrophic Forgetting by Incremental Moment Matching
In Posters Wed
Sang-Woo Lee · Jin-Hwa Kim · Jaehyun Jun · Jung-Woo Ha · Byoung-Tak Zhang
[ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #38
Hypothesis Transfer Learning via Transformation Functions
In Posters Wed
Simon Du · Jayanth Koushik · Aarti Singh · Barnabas Poczos
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #39
Learning multiple visual domains with residual adapters
In Posters Wed
Sylvestre-Alvise Rebuffi · Hakan Bilen · Andrea Vedaldi
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #40
Self-supervised Learning of Motion Capture
In Posters Wed
Hsiao-Yu Tung · Hsiao-Wei Tung · Ersin Yumer · Katerina Fragkiadaki
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #41
Information Theoretic Properties of Markov Random Fields, and their Algorithmic Applications
In Posters Wed
Linus Hamilton · Frederic Koehler · Ankur Moitra
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #42
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification
In Posters Wed
Jinseok Nam · Eneldo Loza Mencía · Hyunwoo J Kim · Johannes Fürnkranz
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #43
Local Aggregative Games
In Posters Wed
Vikas Garg · Tommi Jaakkola
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #44
An Empirical Bayes Approach to Optimizing Machine Learning Algorithms
In Posters Wed
James McInerney
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #45
Learning Chordal Markov Networks via Branch and Bound
In Posters Wed
Kari Rantanen · Antti Hyttinen · Matti Järvisalo
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #46
Optimal Sample Complexity of M-wise Data for Top-K Ranking
In Posters Wed
Minje Jang · Sunghyun Kim · Changho Suh · Sewoong Oh
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #47
Translation Synchronization via Truncated Least Squares
In Posters Wed
Xiangru Huang · Zhenxiao Liang · Chandrajit Bajaj · Qixing Huang
[ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #48
From Bayesian Sparsity to Gated Recurrent Nets
In Posters Wed
Hao He · Bo Xin · Satoshi Ikehata · David Wipf
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #49
Online Learning for Multivariate Hawkes Processes
In Posters Wed
Yingxiang Yang · Jalal Etesami · Niao He · Negar Kiyavash
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #50
Efficient Second-Order Online Kernel Learning with Adaptive Embedding
In Posters Wed
Daniele Calandriello · Alessandro Lazaric · Michal Valko
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #51
Online to Offline Conversions, Universality and Adaptive Minibatch Sizes
In Posters Wed
Kfir Levy
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #52
Nonparametric Online Regression while Learning the Metric
In Posters Wed
Ilja Kuzborskij · Nicolò Cesa-Bianchi
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #53
Stochastic and Adversarial Online Learning without Hyperparameters
In Posters Wed
Ashok Cutkosky · Kwabena A Boahen
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #54
Affine-Invariant Online Optimization and the Low-rank Experts Problem
In Posters Wed
Tomer Koren · Roi Livni
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #55
Online Convex Optimization with Stochastic Constraints
In Posters Wed
Hao Yu · Michael Neely · Xiaohan Wei
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #56
Online Learning with a Hint
In Posters Wed
Ofer Dekel · arthur flajolet · Nika Haghtalab · Patrick Jaillet
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #57
Efficient Online Linear Optimization with Approximation Algorithms
In Posters Wed
Dan Garber
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #58
Random Permutation Online Isotonic Regression
In Posters Wed
Wojciech Kotlowski · Wouter Koolen · Alan Malek
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #59
Near Minimax Optimal Players for the Finite-Time 3-Expert Prediction Problem
In Posters Wed
Yasin Abbasi Yadkori · Peter Bartlett · Victor Gabillon
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #60
Online Learning of Optimal Bidding Strategy in Repeated Multi-Commodity Auctions
In Posters Wed
M. Sevi Baltaoglu · Lang Tong · Qing Zhao
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #61
Online Prediction with Selfish Experts
In Posters Wed
Tim Roughgarden · Okke Schrijvers
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #62
Real-Time Bidding with Side Information
In Posters Wed
arthur flajolet · Patrick Jaillet
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #63
Improving Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms and Its Applications
In Posters Wed
Qinshi Wang · Wei Chen
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #64
A General Framework for Robust Interactive Learning
In Posters Wed
Ehsan Emamjomeh-Zadeh · David Kempe
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #65
Practical Locally Private Heavy Hitters
In Posters Wed
Raef Bassily · Kobbi Nissim · Uri Stemmer · Abhradeep Guha Thakurta
[ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #66
Deanonymization in the Bitcoin P2P Network
In Posters Wed
Giulia Fanti · Pramod Viswanath
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #67
Accuracy First: Selecting a Differential Privacy Level for Accuracy Constrained ERM
In Posters Wed
Katrina Ligett · Seth Neel · Aaron Roth · Bo Waggoner · Steven Wu
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #68
Renyi Differential Privacy Mechanisms for Posterior Sampling
In Posters Wed
Joseph Geumlek · Shuang Song · Kamalika Chaudhuri
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #69
Collecting Telemetry Data Privately
In Posters Wed
Bolin Ding · Janardhan Kulkarni · Sergey Yekhanin
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #70
Generating steganographic images via adversarial training
In Posters Wed
Jamie Hayes · George Danezis
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #71
Fitting Low-Rank Tensors in Constant Time
In Posters Wed
Kohei Hayashi · Yuichi Yoshida
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #72
Thy Friend is My Friend: Iterative Collaborative Filtering for Sparse Matrix Estimation
In Posters Wed
Christian Borgs · Jennifer Chayes · Christina Lee · Devavrat Shah
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #73
Fair Clustering Through Fairlets
In Posters Wed
Flavio Chierichetti · Ravi Kumar · Silvio Lattanzi · Sergei Vassilvitskii
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #74
On Fairness and Calibration
In Posters Wed
Geoff Pleiss · Manish Raghavan · Felix Wu · Jon Kleinberg · Kilian Weinberger
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #75
Avoiding Discrimination through Causal Reasoning
In Posters Wed
Niki Kilbertus · Mateo Rojas Carulla · Giambattista Parascandolo · Moritz Hardt · Dominik Janzing · Bernhard Schölkopf
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #76
Optimized Pre-Processing for Discrimination Prevention
In Posters Wed
Flavio Calmon · Dennis Wei · Bhanukiran Vinzamuri · Karthikeyan Natesan Ramamurthy · Kush Varshney
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #77
Recycling Privileged Learning and Distribution Matching for Fairness
In Posters Wed
Novi Quadrianto · Viktoriia Sharmanska
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #78
From Parity to Preference-based Notions of Fairness in Classification
In Posters Wed
Muhammad Bilal Zafar · Isabel Valera · Manuel Rodriguez · Krishna Gummadi · Adrian Weller
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #79
Beyond Parity: Fairness Objectives for Collaborative Filtering
In Posters Wed
Sirui Yao · Bert Huang
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #80
Multi-view Matrix Factorization for Linear Dynamical System Estimation
In Posters Wed
Mahdi Karami · Martha White · Dale Schuurmans · Csaba Szepesvari
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #81
Random Projection Filter Bank for Time Series Data
In Posters Wed
Amir-massoud Farahmand · Sepideh Pourazarm · Daniel Nikovski
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #82
A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering
In Posters Wed
Hongteng Xu · Hongyuan Zha
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #83
Predicting User Activity Level In Point Processes With Mass Transport Equation
In Posters Wed
Yichen Wang · Xiaojing Ye · Hongyuan Zha · Le Song
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #84
Off-policy evaluation for slate recommendation
In Posters Wed
Adith Swaminathan · Akshay Krishnamurthy · Alekh Agarwal · Miro Dudik · John Langford · Damien Jose · Imed Zitouni
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #85
Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems
In Posters Wed
Le Fang · Fan Yang · Wen Dong · Tong Guan · Chunming Qiao
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #86
A multi-agent reinforcement learning model of common-pool resource appropriation
In Posters Wed
Julien Pérolat · Joel Leibo · Vinicius Zambaldi · Charles Beattie · Karl Tuyls · Thore Graepel
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #87
Balancing information exposure in social networks
In Posters Wed
Kiran Garimella · Aristides Gionis · Nikos Parotsidis · Nikolaj Tatti
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #88
Scalable Demand-Aware Recommendation
In Posters Wed
Jinfeng Yi · Cho-Jui Hsieh · Kush Varshney · Lijun Zhang · Yao Li
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #89
A Greedy Approach for Budgeted Maximum Inner Product Search
In Posters Wed
Hsiang-Fu Yu · Cho-Jui Hsieh · Qi Lei · Inderjit Dhillon
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #90
DPSCREEN: Dynamic Personalized Screening
In Posters Wed
Kartik Ahuja · William Zame · Mihaela van der Schaar
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #91
Deep Multi-task Gaussian Processes for Survival Analysis with Competing Risks
In Posters Wed
Ahmed M. Alaa · Mihaela van der Schaar
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #92
Premise Selection for Theorem Proving by Deep Graph Embedding
In Posters Wed
Mingzhe Wang · Yihe Tang · Jian Wang · Jia Deng
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #93
Gradients of Generative Models for Improved Discriminative Analysis of Tandem Mass Spectra
In Posters Wed
John T Halloran · David M Rocke
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #94
Style Transfer from Non-Parallel Text by Cross-Alignment
In Posters Wed
Tianxiao Shen · Tao Lei · Regina Barzilay · Tommi Jaakkola
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #95
Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols
In Posters Wed
Serhii Havrylov · Ivan Titov
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #96
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games
In Posters Wed
Yuandong Tian · Qucheng Gong · Wendy Shang · Yuxin Wu · Larry Zitnick
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #97
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events
In Posters Wed
Evan Racah · Christopher Beckham · Tegan Maharaj · Samira Ebrahimi Kahou · Mr. Prabhat · Chris Pal
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #98
Approximation and Convergence Properties of Generative Adversarial Learning
In Posters Wed
Shuang Liu · Olivier Bousquet · Kamalika Chaudhuri
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #99
Gradient descent GAN optimization is locally stable
In Posters Wed
Vaishnavh Nagarajan · J. Zico Kolter
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #100
f-GANs in an Information Geometric Nutshell
In Posters Wed
Richard Nock · Zac Cranko · Aditya K Menon · Lizhen Qu · Robert Williamson
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #101
The Numerics of GANs
In Posters Wed
Lars Mescheder · Sebastian Nowozin · Andreas Geiger
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #102
Generalizing GANs: A Turing Perspective
In Posters Wed
Roderich Gross · Yue Gu · Wei Li · Melvin Gauci
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #103
Dualing GANs
In Posters Wed
Yujia Li · Alex Schwing · Kuan-Chieh Wang · Richard Zemel
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #104
Fisher GAN
In Posters Wed
Youssef Mroueh · Tom Sercu
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #105
Learning to Pivot with Adversarial Networks
In Posters Wed
Gilles Louppe · Michael Kagan · Kyle Cranmer
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #106
Improved Training of Wasserstein GANs
In Posters Wed
Ishaan Gulrajani · Faruk Ahmed · Martin Arjovsky · Vincent Dumoulin · Aaron Courville
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #107
MMD GAN: Towards Deeper Understanding of Moment Matching Network
In Posters Wed
Chun-Liang Li · Wei-Cheng Chang · Yu Cheng · Yiming Yang · Barnabas Poczos
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #108
GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium
In Posters Wed
Martin Heusel · Hubert Ramsauer · Thomas Unterthiner · Bernhard Nessler · Sepp Hochreiter
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #109
VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning
In Posters Wed
Akash Srivastava · Lazar Valkov · Chris Russell · Michael Gutmann · Charles Sutton
[ Code]  [ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #110
Semi-supervised Learning with GANs: Manifold Invariance with Improved Inference
In Posters Wed
Abhishek Kumar · Prasanna Sattigeri · Tom Fletcher
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #111
Good Semi-supervised Learning That Requires a Bad GAN
In Posters Wed
Zihang Dai · Zhilin Yang · Fan Yang · William Cohen · Ruslan Salakhutdinov
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #112
Bayesian GAN
In Posters Wed
Yunus Saatci · Andrew Wilson
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #113
Dual Discriminator Generative Adversarial Nets
In Posters Wed
Tu Nguyen · Trung Le · Hung Vu · Dinh Phung
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #114
ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching
In Posters Wed
Chunyuan Li · Hao Liu · Changyou Chen · Yuchen Pu · Liqun Chen · Ricardo Henao · Lawrence Carin
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #115
Triple Generative Adversarial Nets
In Posters Wed
Chongxuan LI · Kun Xu · Jun Zhu · Bo Zhang
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #116
Triangle Generative Adversarial Networks
In Posters Wed
Zhe Gan · Liqun Chen · Weiyao Wang · Yuchen Pu · Yizhe Zhang · Hao Liu · Chunyuan Li · Lawrence Carin
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #117
Structured Generative Adversarial Networks
In Posters Wed
Zhijie Deng · Hao Zhang · Xiaodan Liang · Luona Yang · Shizhen Xu · Jun Zhu · Eric Xing
[ Code]  [ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #118
PixelGAN Autoencoders
In Posters Wed
Alireza Makhzani · Brendan J Frey
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #119
Learning to Compose Domain-Specific Transformations for Data Augmentation
In Posters Wed
Alexander Ratner · Henry Ehrenberg · Zeshan Hussain · Jared Dunnmon · Christopher Ré
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #120
Unsupervised Image-to-Image Translation Networks
In Posters Wed
Ming-Yu Liu · Thomas Breuel · Jan Kautz
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #121
Controllable Invariance through Adversarial Feature Learning
In Posters Wed
Qizhe Xie · Zihang Dai · Yulun Du · Eduard Hovy · Graham Neubig
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #122
Adversarial Ranking for Language Generation
In Posters Wed
Kevin Lin · Dianqi Li · Xiaodong He · Ming-ting Sun · Zhengyou Zhang
[ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #123
Linear Time Computation of Moments in Sum-Product Networks
In Posters Wed
Han Zhao · Geoffrey Gordon
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #124
Attention is All you Need
In Posters Wed
Ashish Vaswani · Noam Shazeer · Niki Parmar · Jakob Uszkoreit · Llion Jones · Aidan Gomez · Łukasz Kaiser · Illia Polosukhin
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #125
Masked Autoregressive Flow for Density Estimation
In Posters Wed
George Papamakarios · Iain Murray · Theo Pavlakou
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #126
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net
In Posters Wed
Anirudh Goyal · Nan Rosemary Ke · Surya Ganguli · Yoshua Bengio
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #127
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning
In Posters Wed
Wei Wen · Cong Xu · Feng Yan · Chunpeng Wu · Yandan Wang · Yiran Chen · Hai Li
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #128
End-to-End Differentiable Proving
In Posters Wed
Tim Rocktäschel · Sebastian Riedel
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #129
A simple neural network module for relational reasoning
In Posters Wed
Adam Santoro · David Raposo · David Barrett · Mateusz Malinowski · Razvan Pascanu · Peter Battaglia · Timothy Lillicrap
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #130
Dual Path Networks
In Posters Wed
Yunpeng Chen · Jianan Li · Huaxin Xiao · Xiaojie Jin · Shuicheng Yan · Jiashi Feng
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #131
Spherical convolutions and their application in molecular modelling
In Posters Wed
Wouter Boomsma · Jes Frellsen
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #132
Deep Sets
In Posters Wed
Manzil Zaheer · Satwik Kottur · Siamak Ravanbakhsh · Barnabas Poczos · Ruslan Salakhutdinov · Alexander Smola
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #133
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
In Posters Wed
Balaji Lakshminarayanan · Alexander Pritzel · Charles Blundell
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #134
Self-Normalizing Neural Networks
In Posters Wed
Günter Klambauer · Thomas Unterthiner · Andreas Mayr · Sepp Hochreiter
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #135
Batch Renormalization: Towards Reducing Minibatch Dependence in Batch-Normalized Models
In Posters Wed
Sergey Ioffe
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #136
Train longer, generalize better: closing the generalization gap in large batch training of neural networks
In Posters Wed
Elad Hoffer · Itay Hubara · Daniel Soudry
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #137
Nonlinear random matrix theory for deep learning
In Posters Wed
Jeffrey Pennington · Pratik Worah
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #138
Distral: Robust multitask reinforcement learning
In Posters Wed
Yee Teh · Victor Bapst · Wojciech Czarnecki · John Quan · James Kirkpatrick · Raia Hadsell · Nicolas Heess · Razvan Pascanu
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #139
Imagination-Augmented Agents for Deep Reinforcement Learning
In Posters Wed
Sébastien Racanière · Theophane Weber · David Reichert · Lars Buesing · Arthur Guez · Danilo Jimenez Rezende · Adrià Puigdomènech Badia · Oriol Vinyals · Nicolas Heess · Yujia Li · Razvan Pascanu · Peter Battaglia · Demis Hassabis · David Silver · Daan Wierstra
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #140
Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation
In Posters Wed
Yuhuai Wu · Elman Mansimov · Roger Grosse · Shun Liao · Jimmy Ba
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #141
Learning Combinatorial Optimization Algorithms over Graphs
In Posters Wed
Elias Khalil · Hanjun Dai · Yuyu Zhang · Bistra Dilkina · Le Song
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #142
Targeting EEG/LFP Synchrony with Neural Nets
In Posters Wed
Yitong Li · michael Murias · samantha Major · geraldine Dawson · Kafui Dzirasa · Lawrence Carin · David Carlson
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #143
Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System
In Posters Wed
Chengxu Zhuang · Jonas Kubilius · Mitra JZ Hartmann · Daniel Yamins
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #144
Fast amortized inference of neural activity from calcium imaging data with variational autoencoders
In Posters Wed
Artur Speiser · Jinyao Yan · Evan Archer · Lars Buesing · Srinivas C Turaga · Jakob H Macke
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #145
Learning to See Physics via Visual De-animation
In Posters Wed
Jiajun Wu · Erika Lu · Pushmeet Kohli · Bill Freeman · Josh Tenenbaum
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #146
Shape and Material from Sound
In Posters Wed
Zhoutong Zhang · Qiujia Li · Zhengjia Huang · Jiajun Wu · Josh Tenenbaum · Bill Freeman
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #147
Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal Neurons
In Posters Wed
Nikhil Parthasarathy · Eleanor Batty · William Falcon · Thomas Rutten · Mohit Rajpal · E.J. Chichilnisky · Liam Paninski
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #148
Quantifying how much sensory information in a neural code is relevant for behavior
In Posters Wed
Giuseppe Pica · Eugenio Piasini · Houman Safaai · Caroline Runyan · Christopher Harvey · Mathew Diamond · Christoph Kayser · Tommaso Fellin · Stefano Panzeri
[ Code]  [ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #149
Model-based Bayesian inference of neural activity and connectivity from all-optical interrogation of a neural circuit
In Posters Wed
Laurence Aitchison · Lloyd Russell · Adam Packer · Jinyao Yan · Philippe Castonguay · Michael Hausser · Srinivas C Turaga
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #150
Deep Hyperalignment
In Posters Wed
Muhammad Yousefnezhad · Daoqiang Zhang
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #151
Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays
In Posters Wed
Cesar F Caiafa · Olaf Sporns · Andrew Saykin · Franco Pestilli
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #152
Online Dynamic Programming
In Posters Wed
Holakou Rahmanian · Manfred K. Warmuth
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #153
Unsupervised Learning of Disentangled Representations from Video
In Posters Wed
Emily Denton · vighnesh Birodkar
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #154
Interactive Submodular Bandit
In Posters Wed
Lin Chen · Andreas Krause · Amin Karbasi
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #155
Streaming Robust Submodular Maximization: A Partitioned Thresholding Approach
In Posters Wed
Slobodan Mitrovic · Ilija Bogunovic · Ashkan Norouzi-Fard · Jakub M Tarnawski · Volkan Cevher
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #156
Minimizing a Submodular Function from Samples
In Posters Wed
Eric Balkanski · Yaron Singer
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #157
Process-constrained batch Bayesian optimisation
In Posters Wed
Pratibha Vellanki · Santu Rana · Sunil Gupta · David Rubin · Alessandra Sutti · Thomas Dorin · Murray Height · Paul Sanders · Svetha Venkatesh
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #158
The Marginal Value of Adaptive Gradient Methods in Machine Learning
In Posters Wed
Ashia C Wilson · Becca Roelofs · Mitchell Stern · Nati Srebro · Benjamin Recht
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #159
Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization
In Posters Wed
Fabian Pedregosa · Rémi Leblond · Simon Lacoste-Julien
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #160
Beyond Worst-case: A Probabilistic Analysis of Affine Policies in Dynamic Optimization
In Posters Wed
Omar El Housni · Vineet Goyal
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #161
Approximate Supermodularity Bounds for Experimental Design
In Posters Wed
Luiz Chamon · Alejandro Ribeiro
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #162
On Blackbox Backpropagation and Jacobian Sensing
In Posters Wed
Krzysztof Choromanski · Vikas Sindhwani
[ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #163
Asynchronous Coordinate Descent under More Realistic Assumptions
In Posters Wed
Tao Sun · Robert Hannah · Wotao Yin
[ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #164
Clustering with Noisy Queries
In Posters Wed
Arya Mazumdar · Barna Saha
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #165
Approximation Algorithms for $\ell_0$-Low Rank Approximation
In Posters Wed
Karl Bringmann · Pavel Kolev · David Woodruff
[ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #166
Convergence Analysis of Two-layer Neural Networks with ReLU Activation
In Posters Wed
Yuanzhi Li · Yang Yuan
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #167
Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent
In Posters Wed
Xiangru Lian · Ce Zhang · Huan Zhang · Cho-Jui Hsieh · Wei Zhang · Ji Liu
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #168
Decomposition-Invariant Conditional Gradient for General Polytopes with Line Search
In Posters Wed
Mohammad Ali Bashiri · Xinhua Zhang
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #169
Straggler Mitigation in Distributed Optimization Through Data Encoding
In Posters Wed
Can Karakus · Yifan Sun · Suhas Diggavi · Wotao Yin
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #170
ADMM without a Fixed Penalty Parameter: Faster Convergence with New Adaptive Penalization
In Posters Wed
Yi Xu · Mingrui Liu · Qihang Lin · Tianbao Yang
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #171
Accelerated Stochastic Greedy Coordinate Descent by Soft Thresholding Projection onto Simplex
In Posters Wed
Chaobing Song · Shaobo Cui · Yong Jiang · Shu-Tao Xia
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #172
Safe Adaptive Importance Sampling
In Posters Wed
Sebastian Stich · Anant Raj · Martin Jaggi
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #173
Sharpness, Restart and Acceleration
In Posters Wed
Vincent Roulet · Alexandre d'Aspremont
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #174
Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure
In Posters Wed
Alberto Bietti · Julien Mairal
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #175
Min-Max Propagation
In Posters Wed
Christopher Srinivasa · Inmar Givoni · Siamak Ravanbakhsh · Brendan J Frey
[ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #176
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning
In Posters Wed
Marco Fraccaro · Simon Kamronn · Ulrich Paquet · Ole Winther
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #177
Concrete Dropout
In Posters Wed
Yarin Gal · Jiri Hron · Alex Kendall
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #178
REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models
In Posters Wed
George Tucker · Andriy Mnih · Chris J Maddison · John Lawson · Jascha Sohl-Dickstein
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #179
Hierarchical Implicit Models and Likelihood-Free Variational Inference
In Posters Wed
Dustin Tran · Rajesh Ranganath · David Blei
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #180
Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference
In Posters Wed
Geoffrey Roeder · Yuhuai Wu · David Duvenaud
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #181
Perturbative Black Box Variational Inference
In Posters Wed
Robert Bamler · Cheng Zhang · Manfred Opper · Stephan Mandt
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #182
Fast Black-box Variational Inference through Stochastic Trust-Region Optimization
In Posters Wed
Jeffrey Regier · Michael Jordan · Jon McAuliffe
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #183
Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models
In Posters Wed
Rishit Sheth · Roni Khardon
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #184
Experimental Design for Learning Causal Graphs with Latent Variables
In Posters Wed
Murat Kocaoglu · Karthikeyan Shanmugam · Elias Bareinboim
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #185
Permutation-based Causal Inference Algorithms with Interventions
In Posters Wed
Yuhao Wang · Liam Solus · Karren Yang · Caroline Uhler
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #186
Learning Causal Structures Using Regression Invariance
In Posters Wed
AmirEmad Ghassami · Saber Salehkaleybar · Negar Kiyavash · Kun Zhang
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #187
Counterfactual Fairness
In Posters Wed
Matt Kusner · Joshua Loftus · Chris Russell · Ricardo Silva
[ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #188
Causal Effect Inference with Deep Latent-Variable Models
In Posters Wed
Christos Louizos · Uri Shalit · Joris Mooij · David Sontag · Richard Zemel · Max Welling
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #189
Conic Scan-and-Cover algorithms for nonparametric topic modeling
In Posters Wed
Mikhail Yurochkin · Aritra Guha · XuanLong Nguyen
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #190
Tractability in Structured Probability Spaces
In Posters Wed
Arthur Choi · Yujia Shen · Adnan Darwiche
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #191
PASS-GLM: polynomial approximate sufficient statistics for scalable Bayesian GLM inference
In Posters Wed
Jonathan Huggins · Ryan Adams · Tamara Broderick
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #192
Adaptive Bayesian Sampling with Monte Carlo EM
In Posters Wed
Anirban Roychowdhury · Srinivasan Parthasarathy
[ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #193
Reliable Decision Support using Counterfactual Models
In Posters Wed
Peter Schulam · Suchi Saria
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #194
Multi-Information Source Optimization
In Posters Wed
Matthias Poloczek · Jialei Wang · Peter Frazier
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #195
Doubly Stochastic Variational Inference for Deep Gaussian Processes
In Posters Wed
Hugh Salimbeni · Marc Deisenroth
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #196
Convolutional Gaussian Processes
In Posters Wed
Mark van der Wilk · Carl Edward Rasmussen · James Hensman
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #197
Multiresolution Kernel Approximation for Gaussian Process Regression
In Posters Wed
Yi Ding · Risi Kondor · Jonathan Eskreis-Winkler
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #198
Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning
In Posters Wed
Christoph Dann · Tor Lattimore · Emma Brunskill
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #199
Repeated Inverse Reinforcement Learning
In Posters Wed
Kareem Amin · Nan Jiang · Satinder Singh
[ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #200
Inverse Reward Design
In Posters Wed
Dylan Hadfield-Menell · Smitha Milli · Pieter Abbeel · Stuart J Russell · Anca Dragan
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #201
Dynamic-Depth Context Tree Weighting
In Posters Wed
Joao V Messias · Shimon Whiteson
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #202
Policy Gradient With Value Function Approximation For Collective Multiagent Planning
In Posters Wed
Duc Thien Nguyen · Akshat Kumar · Hoong Chuin Lau
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #203
A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning
In Posters Wed
Marc Lanctot · Vinicius Zambaldi · Audrunas Gruslys · Angeliki Lazaridou · Karl Tuyls · Julien Perolat · David Silver · Thore Graepel
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #204
Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning
In Posters Wed
El Mahdi El-Mhamdi · Rachid Guerraoui · Hadrien Hendrikx · Alexandre Maurer
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #205
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments
In Posters Wed
Ryan Lowe · YI WU · Aviv Tamar · Jean Harb · OpenAI Pieter Abbeel · Igor Mordatch
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #206
Spectrally-normalized margin bounds for neural networks
In Posters Wed
Peter Bartlett · Dylan J Foster · Matus Telgarsky
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #207
On Structured Prediction Theory with Calibrated Convex Surrogate Losses
In Posters Wed
Anton Osokin · Francis Bach · Simon Lacoste-Julien
[ Code]  [ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #208
Collaborative PAC Learning
In Posters Wed
Avrim Blum · Nika Haghtalab · Ariel Procaccia · Mingda Qiao
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #209
Submultiplicative Glivenko-Cantelli and Uniform Convergence of Revenues
In Posters Wed
Noga Alon · Moshe Babaioff · Yannai A. Gonczarowski · Yishay Mansour · Shay Moran · Amir Yehudayoff
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #210
Discriminative State Space Models
In Posters Wed
Vitaly Kuznetsov · Mehryar Mohri
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #211
Countering Feedback Delays in Multi-Agent Learning
In Posters Wed
Zhengyuan Zhou · Panayotis Mertikopoulos · Nicholas Bambos · Peter W Glynn · Claire Tomlin
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #212
Variance-based Regularization with Convex Objectives
In Posters Wed
Hongseok Namkoong · John Duchi
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #213
Learning Mixture of Gaussians with Streaming Data
In Posters Wed
Aditi Raghunathan · Prateek Jain · Ravishankar Krishnawamy
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #214
On the Consistency of Quick Shift
In Posters Wed
Heinrich Jiang
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #215
Early stopping for kernel boosting algorithms: A general analysis with localized complexities
In Posters Wed
Yuting Wei · Fanny Yang · Martin Wainwright
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #216
A Sharp Error Analysis for the Fused Lasso, with Application to Approximate Changepoint Screening
In Posters Wed
Kevin Lin · James Sharpnack · Alessandro Rinaldo · Ryan Tibshirani
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #217
The Scaling Limit of High-Dimensional Online Independent Component Analysis
In Posters Wed
Chuang Wang · Yue Lu
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #218
A Universal Analysis of Large-Scale Regularized Least Squares Solutions
In Posters Wed
Ashkan Panahi · Babak Hassibi
[ Code]  [ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #219
Convergence of Gradient EM on Multi-component Mixture of Gaussians
In Posters Wed
Bowei Yan · Mingzhang Yin · Purnamrita Sarkar
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #220
Online control of the false discovery rate with decaying memory
In Posters Wed
Aaditya Ramdas · Fanny Yang · Martin Wainwright · Michael Jordan
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #221
Learning with Bandit Feedback in Potential Games
In Posters Wed
Amélie Héliou · Johanne Cohen · Panayotis Mertikopoulos
[ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #222
Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach
In Posters Wed
Roel Dobbe · David Fridovich-Keil · Claire Tomlin
[ Paper]  [ Poster] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #223
Revenue Optimization with Approximate Bid Predictions
In Posters Wed
Andres Munoz Medina · Sergei Vassilvitskii
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #224
A Decomposition of Forecast Error in Prediction Markets
In Posters Wed
Miro Dudik · Sebastien Lahaie · Ryan Rogers · Jennifer Wortman Vaughan
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #225
Dynamic Revenue Sharing
In Posters Wed
Santiago Balseiro · Max Lin · Vahab Mirrokni · Renato Leme · IIIS Song Zuo
[ Paper] 
Poster
Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #226
Multi-View Decision Processes: The Helper-AI Problem
In Posters Wed
Christos Dimitrakakis · David Parkes · Goran Radanovic · Paul Tylkin