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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Online allocation and homogeneous partitioning for piecewise constant mean-approximation
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Perfect Dimensionality Recovery by Variational Bayesian PCA
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Modeling the Forgetting Process using Image Regions
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Stochastic optimization and sparse statistical recovery: Optimal algorithms for high dimensions
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Active Comparison of Prediction Models
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Deep Representations and Codes for Image Auto-Annotation
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning to Align from Scratch
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Fully Bayesian inference for neural models with negative-binomial spiking
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Localizing 3D cuboids in single-view images
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Approximating Equilibria in Sequential Auctions with Incomplete Information and Multi-Unit Demand
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Continuous Relaxations for Discrete Hamiltonian Monte Carlo
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Hierarchical Optimistic Region Selection driven by Curiosity
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Entangled Monte Carlo
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Unsupervised template learning for fine-grained object recognition
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Expectation Propagation in Gaussian Process Dynamical Systems
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning with Partially Absorbing Random Walks
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Small-Variance Asymptotics for Exponential Family Dirichlet Process Mixture Models
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Minimizing Uncertainty in Pipelines
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Globally Convergent Dual MAP LP Relaxation Solvers using Fenchel-Young Margins
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Putting Bayes to sleep
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Minimizing Sparse High-Order Energies by Submodular Vertex-Cover
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Density Propagation and Improved Bounds on the Partition Function
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multiplicative Forests for Continuous-Time Processes
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Calibrated Elastic Regularization in Matrix Completion
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Optimal Regularized Dual Averaging Methods for Stochastic Optimization
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Poster
Tue Dec 04 07:00 PM -- 11:59 PM (PST) @ Harrah’s Special Events Center 2nd Floor
Scaling MPE Inference for Constrained Continuous Markov Random Fields with Consensus Optimization
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
From Deformations to Parts: Motion-based Segmentation of 3D Objects
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Semi-supervised Eigenvectors for Locally-biased Learning
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Fast Variational Inference in the Conjugate Exponential Family
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Spectral Learning of General Weighted Automata via Constrained Matrix Completion
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Better Way to Pre-Train Deep Boltzmann Machines
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian active learning with localized priors for fast receptive field characterization
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning with Target Prior
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Fast Resampling Weighted v-Statistics
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Provable ICA with Unknown Gaussian Noise, with Implications for Gaussian Mixtures and Autoencoders
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multimodal Learning with Deep Boltzmann Machines
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A systematic approach to extracting semantic information from functional MRI data
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Online Sum-Product Computation
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Volume Regularization for Binary Classification
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Accelerated Training for Matrix-norm Regularization: A Boosting Approach
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Geometric take on Metric Learning
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Active Learning of Model Evidence Using Bayesian Quadrature
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
The Perturbed Variation
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Risk-Aversion in Multi-armed Bandits
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Diffusion Decision Making for Adaptive k-Nearest Neighbor Classification
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Repulsive Mixtures
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Slice Normalized Dynamic Markov Logic Networks
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Causal discovery with scale-mixture model for spatiotemporal variance dependencies
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Semantic Kernel Forests from Multiple Taxonomies
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
On Lifting the Gibbs Sampling Algorithm
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Spectral learning of linear dynamics from generalised-linear observations with application to neural population data
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Stochastic Gradient Method with an Exponential Convergence
Rate for Finite Training Sets
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Polylog Pivot Steps Simplex Algorithm for Classification
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Graphical Gaussian Vector for Image Categorization
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Random function priors for exchangeable graphs and arrays
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
On-line Reinforcement Learning Using Incremental Kernel-Based Stochastic Factorization
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Active Learning of Multi-Index Function Models
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Semi-Supervised Domain Adaptation with Non-Parametric Copulas
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Interpreting prediction markets: a stochastic approach
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Finite Sample Convergence Rates of Zero-Order Stochastic Optimization Methods
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Training sparse natural image models with a fast Gibbs sampler of an extended state space
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Latent Graphical Model Selection: Efficient Methods for Locally Tree-like Graphs
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Scaled Gradients on Grassmann Manifolds for Matrix Completion
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Minimization of Continuous Bethe Approximations: A Positive Variation
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Emergence of Object-Selective Features in Unsupervised Feature Learning
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Matrix reconstruction with the local max norm
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Timely Object Recognition
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Phoneme Classification using Constrained Variational Gaussian Process Dynamical System
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multi-criteria Anomaly Detection using Pareto Depth Analysis
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
High Dimensional Transelliptical Graphical Models
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Kernel Latent SVM for Visual Recognition
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Partially Observable Models Using Temporally Abstract Decision Trees
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning High-Density Regions for a Generalized Kolmogorov-Smirnov Test in High-Dimensional Data
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning about Canonical Views from Internet Image Collections
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
High Dimensional Semiparametric Scale-invariant Principal Component Analysis
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
TCA: High Dimensional Principal Component Analysis for non-Gaussian Data
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Convex Multi-view Subspace Learning
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Analyzing 3D Objects in Cluttered Images
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
3D Object Detection and Viewpoint Estimation with a Deformable 3D Cuboid Model
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Discriminatively Trained Sparse Code Gradients for Contour Detection
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multi-Task Averaging
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Stochastic Gradient Descent with Only One Projection
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Max-Margin Structured Output Regression for Spatio-Temporal Action Localization
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Adaptive Stratified Sampling for Monte-Carlo integration of Differentiable functions
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Probability Measures with respect to Optimal Transport Metrics
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Forward-Backward Activation Algorithm for Hierarchical Hidden Markov Models
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian Hierarchical Reinforcement Learning
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Generative Model for Parts-based Object Segmentation
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Approximating Concavely Parameterized Optimization Problems
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Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
LUCID: Locally Uniform Comparison Image Descriptor
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