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Timezone: Europe/Madrid »

Indicates the beginning of a session

 Mon Dec 05, 2016

Time Rooms 211 + 212 Area 3 Area 1 + 2 area 1 + 2 Area 5+6+7+8 #151 Area 5+6+7+8 #152 Area 5+6+7+8 #153 Area 5+6+7+8 #154 Area 5+6+7+8 #155 Area 5+6+7+8 #156 Area 5+6+7+8 #157 Area 5+6+7+8 #158 Area 5+6+7+8 #159 Area 5+6+7+8 #160 Area 5+6+7+8 #161 Area 5+6+7+8 #162 Area 5+6+7+8 #163 Area 5+6+7+8 #164 Area 5+6+7+8 #165 Area 5+6+7+8 #166 Area 5+6+7+8 #167 Area 5+6+7+8 #168 Area 5+6+7+8 #169 Area 5+6+7+8 #170 Area 5+6+7+8 #23 Area 5+6+7+8 #171 Area 5+6+7+8 #172 Area 5+6+7+8 #173 Area 5+6+7+8 #27 Area 5+6+7+8 #26 Area 5+6+7+8 #44 Area 5+6+7+8 #66 Area 5+6+7+8 #25 Area 5+6+7+8 #22 Area 5+6+7+8 #21 Area 5+6+7+8 #20 Area 5+6+7+8 #19 Area 5+6+7+8 #18 Area 5+6+7+8 #17 Area 5+6+7+8 #16 Area 5+6+7+8 #15 Area 5+6+7+8 #14 Area 5+6+7+8 #13 Area 5+6+7+8 #12 Area 5+6+7+8 #11 Area 5+6+7+8 #10 Area 5+6+7+8 #9 Area 5+6+7+8 #8 Area 5+6+7+8 #7 Area 5+6+7+8 #6 Area 5+6+7+8 #5 Area 5+6+7+8 #4 Area 5+6+7+8 #3 Area 5+6+7+8 #2 Area 5+6+7+8 #1 Area 5+6+7+8 #28 Area 5+6+7+8 #29 Area 5+6+7+8 #30 Area 5+6+7+8 #31 Area 5+6+7+8 #32 Area 5+6+7+8 #33 Area 5+6+7+8 #34 Area 5+6+7+8 #35 Area 5+6+7+8 #67 Area 5+6+7+8 #36 Area 5+6+7+8 #37 Area 5+6+7+8 #38 Area 5+6+7+8 #39 Area 5+6+7+8 #40 Area 5+6+7+8 #41 Area 5+6+7+8 #42 Area 5+6+7+8 #43 Area 5+6+7+8 #45 Area 5+6+7+8 #46 Area 5+6+7+8 #47 Area 5+6+7+8 #48 Area 5+6+7+8 #49 Area 5+6+7+8 #50 Area 5+6+7+8 #51 Area 5+6+7+8 #52 Area 5+6+7+8 #53 Area 5+6+7+8 #54 Area 5+6+7+8 #55 Area 5+6+7+8 #56 Area 5+6+7+8 #57 Area 5+6+7+8 #58 Area 5+6+7+8 #59 Area 5+6+7+8 #60 Area 5+6+7+8 #61 Area 5+6+7+8 #62 Area 5+6+7+8 #63 Area 5+6+7+8 #64 Area 5+6+7+8 #65 Area 5+6+7+8 #68 Area 5+6+7+8 #69 Area 5+6+7+8 #70 Area 5+6+7+8 #71 Area 5+6+7+8 #73 Area 5+6+7+8 #72 Area 5+6+7+8 #74 Area 5+6+7+8 #75 Area 5+6+7+8 #76 Area 5+6+7+8 #77 Area 5+6+7+8 #78 Area 5+6+7+8 #79 Area 5+6+7+8 #80 Area 5+6+7+8 #81 Area 5+6+7+8 #82 Area 5+6+7+8 #83 Area 5+6+7+8 #109 Area 5+6+7+8 #84 Area 5+6+7+8 #85 Area 5+6+7+8 #86 Area 5+6+7+8 #87 Area 5+6+7+8 #115 Area 5+6+7+8 #88 Area 5+6+7+8 #89 Area 5+6+7+8 #90 Area 5+6+7+8 #91 Area 5+6+7+8 #92 Area 5+6+7+8 #93 Area 5+6+7+8 #94 Area 5+6+7+8 #95 Area 5+6+7+8 #96 Area 5+6+7+8 #97 Area 5+6+7+8 #98 Area 5+6+7+8 #99 Area 5+6+7+8 #104 Area 5+6+7+8 #100 Area 5+6+7+8 #101 Area 5+6+7+8 #102 Area 5+6+7+8 #103 Area 5+6+7+8 #105 Area 5+6+7+8 #106 Area 5+6+7+8 #107 Area 5+6+7+8 #108 Area 5+6+7+8 #110 Area 5+6+7+8 #111 Area 5+6+7+8 #112 Area 5+6+7+8 #113 Area 5+6+7+8 #114 Area 5+6+7+8 #116 Area 5+6+7+8 #117 Area 5+6+7+8 #118 Area 5+6+7+8 #119 Area 5+6+7+8 #120 Area 5+6+7+8 #24 Area 5+6+7+8 #121 Area 5+6+7+8 #122 Area 5+6+7+8 #123 Area 5+6+7+8 #124 Area 5+6+7+8 #125 Area 5+6+7+8 #126 Area 5+6+7+8 #127 Area 5+6+7+8 #128 Area 5+6+7+8 #129 Area 5+6+7+8 #130 Area 5+6+7+8 #131 Area 5+6+7+8 #132 Area 5+6+7+8 #133 Area 5+6+7+8 #134 Area 5+6+7+8 #135 Area 5+6+7+8 #136 Area 5+6+7+8 #137 Area 5+6+7+8 #138 Area 5+6+7+8 #139 Area 5+6+7+8 #140 Area 5+6+7+8 #141 Area 5+6+7+8 #142 Area 5+6+7+8 #143 Area 5+6+7+8 #144 Area 5+6+7+8 #145 Area 5+6+7+8 #146 Area 5+6+7+8 #147 Area 5+6+7+8 #148 Area 5+6+7+8 #149 Area 5+6+7+8 #150
11:00 AM (Tutorials)
Theory and Algorithms for Forecasting Non-Stationary Time Series
Natural Language Processing for Computational Social Science
Nuts and Bolts of Building Applications using Deep Learning
02:30 PM (Tutorials)
Large-Scale Optimization: Beyond Stochastic Gradient Descent and Convexity
ML Foundations and Methods for Precision Medicine and Healthcare
Generative Adversarial Networks
05:30 PM (Invited Talks)
Invited Talks (Mon)
Predictive Learning
06:00 PM (Posters)
Safe and Efficient Off-Policy Reinforcement Learning Area 5+6+7+8 #151
Yggdrasil: An Optimized System for Training Deep Decision Trees at Scale Area 5+6+7+8 #152
Sample Complexity of Automated Mechanism Design Area 5+6+7+8 #153
Deep Exploration via Bootstrapped DQN Area 5+6+7+8 #154
Search Improves Label for Active Learning Area 5+6+7+8 #155
Efficient and Robust Spiking Neural Circuit for Navigation Inspired by Echolocating Bats Area 5+6+7+8 #156
Theoretical Comparisons of Positive-Unlabeled Learning against Positive-Negative Learning Area 5+6+7+8 #157
Quantized Random Projections and Non-Linear Estimation of Cosine Similarity Area 5+6+7+8 #158
CNNpack: Packing Convolutional Neural Networks in the Frequency Domain Area 5+6+7+8 #159
Verification Based Solution for Structured MAB Problems Area 5+6+7+8 #160
Neurally-Guided Procedural Models: Amortized Inference for Procedural Graphics Programs using Neural Networks Area 5+6+7+8 #161
Edge-exchangeable graphs and sparsity Area 5+6+7+8 #162
Learning and Forecasting Opinion Dynamics in Social Networks Area 5+6+7+8 #163
Probing the Compositionality of Intuitive Functions Area 5+6+7+8 #164
Learning shape correspondence with anisotropic convolutional neural networks Area 5+6+7+8 #165
Improved Techniques for Training GANs Area 5+6+7+8 #166
Automated scalable segmentation of neurons from multispectral images Area 5+6+7+8 #167
Optimal Cluster Recovery in the Labeled Stochastic Block Model Area 5+6+7+8 #168
Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring Games Area 5+6+7+8 #169
Dual Space Gradient Descent for Online Learning Area 5+6+7+8 #170
Maximizing Influence in an Ising Network: A Mean-Field Optimal Solution Area 5+6+7+8 #23
Data Programming: Creating Large Training Sets, Quickly Area 5+6+7+8 #171
Near-Optimal Smoothing of Structured Conditional Probability Matrices Area 5+6+7+8 #172
An urn model for majority voting in classification ensembles Area 5+6+7+8 #173
Improved Error Bounds for Tree Representations of Metric Spaces Area 5+6+7+8 #27
A Powerful Generative Model Using Random Weights for the Deep Image Representation Area 5+6+7+8 #26
On Regularizing Rademacher Observation Losses Area 5+6+7+8 #44
Synthesizing the preferred inputs for neurons in neural networks via deep generator networks Area 5+6+7+8 #66
Fairness in Learning: Classic and Contextual Bandits Area 5+6+7+8 #25
Doubly Convolutional Neural Networks Area 5+6+7+8 #22
SoundNet: Learning Sound Representations from Unlabeled Video Area 5+6+7+8 #21
Mistake Bounds for Binary Matrix Completion Area 5+6+7+8 #20
Threshold Bandits, With and Without Censored Feedback Area 5+6+7+8 #19
Stochastic Optimization for Large-scale Optimal Transport Area 5+6+7+8 #18
Linear Relaxations for Finding Diverse Elements in Metric Spaces Area 5+6+7+8 #17
Learning Supervised PageRank with Gradient-Based and Gradient-Free Optimization Methods Area 5+6+7+8 #16
A Bio-inspired Redundant Sensing Architecture Area 5+6+7+8 #15
Higher-Order Factorization Machines Area 5+6+7+8 #14
A Multi-Batch L-BFGS Method for Machine Learning Area 5+6+7+8 #13
An Architecture for Deep, Hierarchical Generative Models Area 5+6+7+8 #12
DISCO Nets : DISsimilarity COefficients Networks Area 5+6+7+8 #11
Completely random measures for modelling block-structured sparse networks Area 5+6+7+8 #10
Efficient Nonparametric Smoothness Estimation Area 5+6+7+8 #9
Regret of Queueing Bandits Area 5+6+7+8 #8
MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild Area 5+6+7+8 #7
Object based Scene Representations using Fisher Scores of Local Subspace Projections Area 5+6+7+8 #6
A posteriori error bounds for joint matrix decomposition problems Area 5+6+7+8 #5
Combinatorial semi-bandit with known covariance Area 5+6+7+8 #4
On Robustness of Kernel Clustering Area 5+6+7+8 #3
Communication-Optimal Distributed Clustering Area 5+6+7+8 #2
Improved Dropout for Shallow and Deep Learning Area 5+6+7+8 #1
Adaptive optimal training of animal behavior Area 5+6+7+8 #28
PAC-Bayesian Theory Meets Bayesian Inference Area 5+6+7+8 #29
Nearly Isometric Embedding by Relaxation Area 5+6+7+8 #30
Graph Clustering: Block-models and model free results Area 5+6+7+8 #31
Learning Transferrable Representations for Unsupervised Domain Adaptation Area 5+6+7+8 #32
Measuring Neural Net Robustness with Constraints Area 5+6+7+8 #33
A forward model at Purkinje cell synapses facilitates cerebellar anticipatory control Area 5+6+7+8 #34
Estimating Nonlinear Neural Response Functions using GP Priors and Kronecker Methods Area 5+6+7+8 #35
Learning Infinite RBMs with Frank-Wolfe Area 5+6+7+8 #67
A Bayesian method for reducing bias in neural representational similarity analysis Area 5+6+7+8 #36
Learning to Communicate with Deep Multi-Agent Reinforcement Learning Area 5+6+7+8 #37
Total Variation Classes Beyond 1d: Minimax Rates, and the Limitations of Linear Smoothers Area 5+6+7+8 #38
Exponential Family Embeddings Area 5+6+7+8 #39
k*-Nearest Neighbors: From Global to Local Area 5+6+7+8 #40
Reward Augmented Maximum Likelihood for Neural Structured Prediction Area 5+6+7+8 #41
A Probabilistic Model of Social Decision Making based on Reward Maximization Area 5+6+7+8 #42
Active Learning with Oracle Epiphany Area 5+6+7+8 #43
A Non-generative Framework and Convex Relaxations for Unsupervised Learning Area 5+6+7+8 #45
Learning Tree Structured Potential Games Area 5+6+7+8 #46
Equality of Opportunity in Supervised Learning Area 5+6+7+8 #47
Interaction Networks for Learning about Objects, Relations and Physics Area 5+6+7+8 #48
beta-risk: a New Surrogate Risk for Learning from Weakly Labeled Data Area 5+6+7+8 #49
Binarized Neural Networks Area 5+6+7+8 #50
Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning Area 5+6+7+8 #51
Generating Images with Perceptual Similarity Metrics based on Deep Networks Area 5+6+7+8 #52
Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models Area 5+6+7+8 #53
Tensor Switching Networks Area 5+6+7+8 #54
Finite-Dimensional BFRY Priors and Variational Bayesian Inference for Power Law Models Area 5+6+7+8 #55
Temporal Regularized Matrix Factorization for High-dimensional Time Series Prediction Area 5+6+7+8 #56
Composing graphical models with neural networks for structured representations and fast inference Area 5+6+7+8 #57
PAC Reinforcement Learning with Rich Observations Area 5+6+7+8 #58
Algorithms and matching lower bounds for approximately-convex optimization Area 5+6+7+8 #59
Proximal Stochastic Methods for Nonsmooth Nonconvex Finite-Sum Optimization Area 5+6+7+8 #60
A Simple Practical Accelerated Method for Finite Sums Area 5+6+7+8 #61
Unsupervised Learning for Physical Interaction through Video Prediction Area 5+6+7+8 #62
Threshold Learning for Optimal Decision Making Area 5+6+7+8 #63
Collaborative Recurrent Autoencoder: Recommend while Learning to Fill in the Blanks Area 5+6+7+8 #64
Finding significant combinations of features in the presence of categorical covariates Area 5+6+7+8 #65
Sorting out typicality with the inverse moment matrix SOS polynomial Area 5+6+7+8 #68
Improving PAC Exploration Using the Median Of Means Area 5+6+7+8 #69
Reconstructing Parameters of Spreading Models from Partial Observations Area 5+6+7+8 #70
Dynamic Filter Networks Area 5+6+7+8 #71
Cooperative Inverse Reinforcement Learning Area 5+6+7+8 #73
Generating Long-term Trajectories Using Deep Hierarchical Networks Area 5+6+7+8 #72
Review Networks for Caption Generation Area 5+6+7+8 #74
Gradient-based Sampling: An Adaptive Importance Sampling for Least-squares Area 5+6+7+8 #75
Robust k-means: a Theoretical Revisit Area 5+6+7+8 #76
Boosting with Abstention Area 5+6+7+8 #77
Estimating the class prior and posterior from noisy positives and unlabeled data Area 5+6+7+8 #78
Bootstrap Model Aggregation for Distributed Statistical Learning Area 5+6+7+8 #79
Noise-Tolerant Life-Long Matrix Completion via Adaptive Sampling Area 5+6+7+8 #80
FPNN: Field Probing Neural Networks for 3D Data Area 5+6+7+8 #81
Causal meets Submodular: Subset Selection with Directed Information Area 5+6+7+8 #82
Improving Variational Autoencoders with Inverse Autoregressive Flow Area 5+6+7+8 #83
Dynamic Mode Decomposition with Reproducing Kernels for Koopman Spectral Analysis Area 5+6+7+8 #109
Adaptive Smoothed Online Multi-Task Learning Area 5+6+7+8 #84
The Limits of Learning with Missing Data Area 5+6+7+8 #85
Safe Exploration in Finite Markov Decision Processes with Gaussian Processes Area 5+6+7+8 #86
Sparse Support Recovery with Non-smooth Loss Functions Area 5+6+7+8 #87
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula Area 5+6+7+8 #115
Crowdsourced Clustering: Querying Edges vs Triangles Area 5+6+7+8 #88
Dual Decomposed Learning with Factorwise Oracle for Structural SVM of Large Output Domain Area 5+6+7+8 #89
Sampling for Bayesian Program Learning Area 5+6+7+8 #90
Multiple-Play Bandits in the Position-Based Model Area 5+6+7+8 #91
Image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections Area 5+6+7+8 #92
Optimistic Bandit Convex Optimization Area 5+6+7+8 #93
Computing and maximizing influence in linear threshold and triggering models Area 5+6+7+8 #94
Clustering with Bregman Divergences: an Asymptotic Analysis Area 5+6+7+8 #95
Community Detection on Evolving Graphs Area 5+6+7+8 #96
Dueling Bandits: Beyond Condorcet Winners to General Tournament Solutions Area 5+6+7+8 #97
Learning a Metric Embedding for Face Recognition using the Multibatch Method Area 5+6+7+8 #98
Convergence guarantees for kernel-based quadrature rules in misspecified settings Area 5+6+7+8 #99
Stochastic Three-Composite Convex Minimization Area 5+6+7+8 #104
Monday Posters
Stochastic Variational Deep Kernel Learning Area 5+6+7+8 #100
Deep Submodular Functions: Definitions and Learning Area 5+6+7+8 #101
Scaled Least Squares Estimator for GLMs in Large-Scale Problems Area 5+6+7+8 #102
High-Rank Matrix Completion and Clustering under Self-Expressive Models Area 5+6+7+8 #103
Tree-Structured Reinforcement Learning for Sequential Object Localization Area 5+6+7+8 #105
The non-convex Burer-Monteiro approach works on smooth semidefinite programs Area 5+6+7+8 #106
Neurons Equipped with Intrinsic Plasticity Learn Stimulus Intensity Statistics Area 5+6+7+8 #107
Greedy Feature Construction Area 5+6+7+8 #108
Learning the Number of Neurons in Deep Networks Area 5+6+7+8 #110
Strategic Attentive Writer for Learning Macro-Actions Area 5+6+7+8 #111
Active Learning from Imperfect Labelers Area 5+6+7+8 #112
Probabilistic Linear Multistep Methods Area 5+6+7+8 #113
More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning Area 5+6+7+8 #114
Coin Betting and Parameter-Free Online Learning Area 5+6+7+8 #116
Normalized Spectral Map Synchronization Area 5+6+7+8 #117
On Explore-Then-Commit strategies Area 5+6+7+8 #118
Learning Kernels with Random Features Area 5+6+7+8 #119
Robustness of classifiers: from adversarial to random noise Area 5+6+7+8 #120
Learning from Rational Behavior: Predicting Solutions to Unknown Linear Programs Area 5+6+7+8 #24
Adaptive Skills Adaptive Partitions (ASAP) Area 5+6+7+8 #121
Gaussian Process Bandit Optimisation with Multi-fidelity Evaluations Area 5+6+7+8 #122
Flexible Models for Microclustering with Application to Entity Resolution Area 5+6+7+8 #123
Stochastic Gradient Richardson-Romberg Markov Chain Monte Carlo Area 5+6+7+8 #124
Online and Differentially-Private Tensor Decomposition Area 5+6+7+8 #125
Maximal Sparsity with Deep Networks? Area 5+6+7+8 #126
Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information Area 5+6+7+8 #127
Geometric Dirichlet Means Algorithm for topic inference Area 5+6+7+8 #128
Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models Area 5+6+7+8 #129
Multi-armed Bandits: Competing with Optimal Sequences Area 5+6+7+8 #130
Catching heuristics are optimal control policies Area 5+6+7+8 #131
Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds Area 5+6+7+8 #132
A Comprehensive Linear Speedup Analysis for Asynchronous Stochastic Parallel Optimization from Zeroth-Order to First-Order Area 5+6+7+8 #133
Stochastic Gradient MCMC with Stale Gradients Area 5+6+7+8 #134
Disentangling factors of variation in deep representation using adversarial training Area 5+6+7+8 #135
Consistent Kernel Mean Estimation for Functions of Random Variables Area 5+6+7+8 #136
DECOrrelated feature space partitioning for distributed sparse regression Area 5+6+7+8 #137
Coupled Generative Adversarial Networks Area 5+6+7+8 #138
Matching Networks for One Shot Learning Area 5+6+7+8 #139
Distributed Flexible Nonlinear Tensor Factorization Area 5+6+7+8 #140
Tracking the Best Expert in Non-stationary Stochastic Environments Area 5+6+7+8 #141
Deep Alternative Neural Network: Exploring Contexts as Early as Possible for Action Recognition Area 5+6+7+8 #142
Learning Parametric Sparse Models for Image Super-Resolution Area 5+6+7+8 #143
Kernel Observers: Systems-Theoretic Modeling and Inference of Spatiotemporally Evolving Processes Area 5+6+7+8 #144
Learning brain regions via large-scale online structured sparse dictionary learning Area 5+6+7+8 #145
Scaling Factorial Hidden Markov Models: Stochastic Variational Inference without Messages Area 5+6+7+8 #146
A Bandit Framework for Strategic Regression Area 5+6+7+8 #147
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering Area 5+6+7+8 #148
Stein Variational Gradient Descent: A General Purpose Bayesian Inference Algorithm Area 5+6+7+8 #149
Deep Learning Models of the Retinal Response to Natural Scenes Area 5+6+7+8 #150
02:00 AM (Breaks)
Opening Remarks

 Tue Dec 06, 2016

Time Area 3 Area 1 + 2 Area 5 + 6 + 7 + 8 Area 1+2 Area 5+6+7+8 #151 Area 5+6+7+8 #152 Area 5+6+7+8 #153 Area 5+6+7+8 #154 Area 5+6+7+8 #155 Area 5+6+7+8 #156 Area 5+6+7+8 #157 Area 5+6+7+8 #158 Area 5+6+7+8 #159 Area 5+6+7+8 #160 Area 5+6+7+8 #161 Area 5+6+7+8 #162 Area 5+6+7+8 #163 Area 5+6+7+8 #164 Area 5+6+7+8 #165 Area 5+6+7+8 #166 Area 5+6+7+8 #167 Area 5+6+7+8 #168 Area 5+6+7+8 #169 Area 5+6+7+8 #170 Area 5+6+7+8 #23 Area 5+6+7+8 #171 Area 5+6+7+8 #172 Area 5+6+7+8 #173 Area 5+6+7+8 #27 Area 5+6+7+8 #26 Area 5+6+7+8 #44 Area 5+6+7+8 #66 Area 5+6+7+8 #25 Area 5+6+7+8 #22 Area 5+6+7+8 #21 Area 5+6+7+8 #20 Area 5+6+7+8 #19 Area 5+6+7+8 #18 Area 5+6+7+8 #17 Area 5+6+7+8 #16 Area 5+6+7+8 #15 Area 5+6+7+8 #14 Area 5+6+7+8 #13 Area 5+6+7+8 #12 Area 5+6+7+8 #11 Area 5+6+7+8 #10 Area 5+6+7+8 #9 Area 5+6+7+8 #8 Area 5+6+7+8 #7 Area 5+6+7+8 #6 Area 5+6+7+8 #5 Area 5+6+7+8 #4 Area 5+6+7+8 #3 Area 5+6+7+8 #2 Area 5+6+7+8 #1 Area 5+6+7+8 #28 Area 5+6+7+8 #29 Area 5+6+7+8 #30 Area 5+6+7+8 #31 Area 5+6+7+8 #32 Area 5+6+7+8 #33 Area 5+6+7+8 #34 Area 5+6+7+8 #35 Area 5+6+7+8 #67 Area 5+6+7+8 #36 Area 5+6+7+8 #37 Area 5+6+7+8 #38 Area 5+6+7+8 #39 Area 5+6+7+8 #40 Area 5+6+7+8 #41 Area 5+6+7+8 #42 Area 5+6+7+8 #43 Area 5+6+7+8 #45 Area 5+6+7+8 #46 Area 5+6+7+8 #47 Area 5+6+7+8 #48 Area 5+6+7+8 #49 Area 5+6+7+8 #50 Area 5+6+7+8 #51 Area 5+6+7+8 #52 Area 5+6+7+8 #53 Area 5+6+7+8 #54 Area 5+6+7+8 #55 Area 5+6+7+8 #56 Area 5+6+7+8 #57 Area 5+6+7+8 #58 Area 5+6+7+8 #59 Area 5+6+7+8 #60 Area 5+6+7+8 #61 Area 5+6+7+8 #62 Area 5+6+7+8 #63 Area 5+6+7+8 #64 Area 5+6+7+8 #65 Area 5+6+7+8 #68 Area 5+6+7+8 #69 Area 5+6+7+8 #70 Area 5+6+7+8 #71 Area 5+6+7+8 #73 Area 5+6+7+8 #72 Area 5+6+7+8 #74 Area 5+6+7+8 #75 Area 5+6+7+8 #76 Area 5+6+7+8 #77 Area 5+6+7+8 #78 Area 5+6+7+8 #79 Area 5+6+7+8 #80 Area 5+6+7+8 #81 Area 5+6+7+8 #82 Area 5+6+7+8 #83 Area 5+6+7+8 #109 Area 5+6+7+8 #84 Area 5+6+7+8 #85 Area 5+6+7+8 #86 Area 5+6+7+8 #87 Area 5+6+7+8 #115 Area 5+6+7+8 #88 Area 5+6+7+8 #89 Area 5+6+7+8 #90 Area 5+6+7+8 #91 Area 5+6+7+8 #92 Area 5+6+7+8 #93 Area 5+6+7+8 #94 Area 5+6+7+8 #95 Area 5+6+7+8 #96 Area 5+6+7+8 #97 Area 5+6+7+8 #98 Area 5+6+7+8 #99 Area 5+6+7+8 #104 Area 5+6+7+8 #100 Area 5+6+7+8 #101 Area 5+6+7+8 #102 Area 5+6+7+8 #103 Area 5+6+7+8 #105 Area 5+6+7+8 #106 Area 5+6+7+8 #107 Area 5+6+7+8 #108 Area 5+6+7+8 #110 Area 5+6+7+8 #111 Area 5+6+7+8 #112 Area 5+6+7+8 #113 Area 5+6+7+8 #114 Area 5+6+7+8 #116 Area 5+6+7+8 #117 Area 5+6+7+8 #118 Area 5+6+7+8 #119 Area 5+6+7+8 #120 Area 5+6+7+8 #24 Area 5+6+7+8 #121 Area 5+6+7+8 #122 Area 5+6+7+8 #123 Area 5+6+7+8 #124 Area 5+6+7+8 #125 Area 5+6+7+8 #126 Area 5+6+7+8 #127 Area 5+6+7+8 #128 Area 5+6+7+8 #129 Area 5+6+7+8 #130 Area 5+6+7+8 #131 Area 5+6+7+8 #132 Area 5+6+7+8 #133 Area 5+6+7+8 #134 Area 5+6+7+8 #135 Area 5+6+7+8 #136 Area 5+6+7+8 #137 Area 5+6+7+8 #138 Area 5+6+7+8 #139 Area 5+6+7+8 #140 Area 5+6+7+8 #141 Area 5+6+7+8 #142 Area 5+6+7+8 #143 Area 5+6+7+8 #144 Area 5+6+7+8 #145 Area 5+6+7+8 #146 Area 5+6+7+8 #147 Area 5+6+7+8 #148 Area 5+6+7+8 #149 Area 5+6+7+8 #150 Area 5+6+7+8 #174 Area 5+6+7+8 #175 Area 5+6+7+8 #176 Area 5+6+7+8 #177 Area 5+6+7+8 #178 Area 5+6+7+8 #179 Area 5+6+7+8 #180 Area 5+6+7+8 #181 Area 5+6+7+8 #182 Area 5+6+7+8 #183 Area 5+6+7+8 #184 Area 5+6+7+8 #185 Area 5+6+7+8 #186 Area 5+6+7+8 #187 Area 5+6+7+8 #188 Area 5+6+7+8 #189 Area 5+6+7+8 #190 Area 5+6+7+8 #191 Area 5+6+7+8 #192 Area 5+6+7+8 #193 Area 5+6+7+8 #194
09:00 AM (Invited Talks)
Invited Talks (Tue)
Intelligent Biosphere
09:50 AM (Orals)
Award Talk: Value Iteration Networks
Value Iteration Networks
10:40 AM (Orals)
Clustering
Graphons, mergeons, and so on!
Graphical Models
Tractable Operations for Arithmetic Circuits of Probabilistic Models
11:00 AM (Orals)
Hierarchical Clustering via Spreading Metrics
Testing for Differences in Gaussian Graphical Models: Applications to Brain Connectivity
11:20 AM (Orals)
Clustering with Same-Cluster Queries
SDP Relaxation with Randomized Rounding for Energy Disaggregation
11:40 AM (Orals)
Unsupervised Feature Extraction by Time-Contrastive Learning and Nonlinear ICA
Bayesian Intermittent Demand Forecasting for Large Inventories
12:00 PM (Orals)
Fast and Provably Good Seedings for k-Means
Synthesis of MCMC and Belief Propagation
03:00 PM (Invited Talks)
Engineering Principles From Stable and Developing Brains
04:20 PM (Orals)
Theory
Supervised learning through the lens of compression
Deep Learning
Deep Learning for Predicting Human Strategic Behavior
04:40 PM (Orals)
MetaGrad: Multiple Learning Rates in Online Learning
Using Fast Weights to Attend to the Recent Past