Search Schedule »

Show All »

Timezone: America/Los_Angeles »

Indicates the beginning of a session

 Mon Dec 04, 2017

Time Hall A Grand Ballroom Hall C Pacific Ballroom #200 Pacific Ballroom #174 Pacific Ballroom #165 Pacific Ballroom #63 Pacific Ballroom #89 Pacific Ballroom #40 Pacific Ballroom #6 Pacific Ballroom #220 Pacific Ballroom #187 Pacific Ballroom #120 Pacific Ballroom #10 Pacific Ballroom #158 Pacific Ballroom #199 Pacific Ballroom #145 Pacific Ballroom #60 Pacific Ballroom #203 Pacific Ballroom #208 Pacific Ballroom #93 Pacific Ballroom #133 Pacific Ballroom #59 Pacific Ballroom #197 Pacific Ballroom #112 Pacific Ballroom #207 Pacific Ballroom #198 Pacific Ballroom #92 Pacific Ballroom #148 Pacific Ballroom #118 Pacific Ballroom #8 Pacific Ballroom #42 Pacific Ballroom #27 Pacific Ballroom #84 Pacific Ballroom #57 Pacific Ballroom #1 Pacific Ballroom #152 Pacific Ballroom #175 Pacific Ballroom #139 Pacific Ballroom #109 Pacific Ballroom #146 Pacific Ballroom #177 Pacific Ballroom #167 Pacific Ballroom #23 Pacific Ballroom #32 Pacific Ballroom #74 Pacific Ballroom #46 Pacific Ballroom #33 Pacific Ballroom #195 Pacific Ballroom #64 Pacific Ballroom #22 Pacific Ballroom #147 Pacific Ballroom #113 Pacific Ballroom #223 Pacific Ballroom #34 Pacific Ballroom #173 Pacific Ballroom #67 Pacific Ballroom #226 Pacific Ballroom #182 Pacific Ballroom #25 Pacific Ballroom #26 Pacific Ballroom #142 Pacific Ballroom #214 Pacific Ballroom #2 Pacific Ballroom #20 Pacific Ballroom #96 Pacific Ballroom #56 Pacific Ballroom #66 Pacific Ballroom #136 Pacific Ballroom #166 Pacific Ballroom #134 Pacific Ballroom #55 Pacific Ballroom #100 Pacific Ballroom #154 Pacific Ballroom #44 Pacific Ballroom #73 Pacific Ballroom #150 Pacific Ballroom #192 Pacific Ballroom #218 Pacific Ballroom #217 Pacific Ballroom #169 Pacific Ballroom #196 Pacific Ballroom #160 Pacific Ballroom #87 Pacific Ballroom #13 Pacific Ballroom #18 Pacific Ballroom #129 Pacific Ballroom #86 Pacific Ballroom #14 Pacific Ballroom #30 Pacific Ballroom #21 Pacific Ballroom #215 Pacific Ballroom #143 Pacific Ballroom #178 Pacific Ballroom #7 Pacific Ballroom #179 Pacific Ballroom #121 Pacific Ballroom #141 Pacific Ballroom #204 Pacific Ballroom #194 Pacific Ballroom #119 Pacific Ballroom #29 Pacific Ballroom #91 Pacific Ballroom #170 Pacific Ballroom #168 Pacific Ballroom #35 Pacific Ballroom #126 Pacific Ballroom #156 Pacific Ballroom #171 Pacific Ballroom #157 Pacific Ballroom #180 Pacific Ballroom #70 Pacific Ballroom #103 Pacific Ballroom #221 Pacific Ballroom #28 Pacific Ballroom #17 Pacific Ballroom #209 Pacific Ballroom #211 Pacific Ballroom #85 Pacific Ballroom #51 Pacific Ballroom #102 Pacific Ballroom #98 Pacific Ballroom #205 Pacific Ballroom #5 Pacific Ballroom #125 Pacific Ballroom #184 Pacific Ballroom #183 Pacific Ballroom #50 Pacific Ballroom #43 Pacific Ballroom #219 Pacific Ballroom #164 Pacific Ballroom #191 Pacific Ballroom #90 Pacific Ballroom #107 Pacific Ballroom #131 Pacific Ballroom #104 Pacific Ballroom #116 Pacific Ballroom #9 Pacific Ballroom #58 Pacific Ballroom #216 Pacific Ballroom #186 Pacific Ballroom #54 Pacific Ballroom #16 Pacific Ballroom #65 Pacific Ballroom #4 Pacific Ballroom #225 Pacific Ballroom #176 Pacific Ballroom #36 Pacific Ballroom #52 Pacific Ballroom #114 Pacific Ballroom #163 Pacific Ballroom #76 Pacific Ballroom #38 Pacific Ballroom #130 Pacific Ballroom #185 Pacific Ballroom #127 Pacific Ballroom #202 Pacific Ballroom #97 Pacific Ballroom #161 Pacific Ballroom #122 Pacific Ballroom #212 Pacific Ballroom #81 Pacific Ballroom #190 Pacific Ballroom #172 Pacific Ballroom #39 Pacific Ballroom #135 Pacific Ballroom #80 Pacific Ballroom #77 Pacific Ballroom #62 Pacific Ballroom #138 Pacific Ballroom #24 Pacific Ballroom #128 Pacific Ballroom #188 Pacific Ballroom #99 Pacific Ballroom #83 Pacific Ballroom #48 Pacific Ballroom #12 Pacific Ballroom #210 Pacific Ballroom #201 Pacific Ballroom #31 Pacific Ballroom #111 Pacific Ballroom #105 Pacific Ballroom #181 Pacific Ballroom #108 Pacific Ballroom #49 Pacific Ballroom #189 Pacific Ballroom #115 Pacific Ballroom #106 Pacific Ballroom #69 Pacific Ballroom #11 Pacific Ballroom #137 Pacific Ballroom #140 Pacific Ballroom #82 Pacific Ballroom #222 Pacific Ballroom #41 Pacific Ballroom #101 Pacific Ballroom #94 Pacific Ballroom #206 Pacific Ballroom #153 Pacific Ballroom #155 Pacific Ballroom #47 Pacific Ballroom #78 Pacific Ballroom #162 Pacific Ballroom #72 Pacific Ballroom #124 Pacific Ballroom #224 Pacific Ballroom #110 Pacific Ballroom #61 Pacific Ballroom #193 Pacific Ballroom #151 Pacific Ballroom #149 Pacific Ballroom #45 Pacific Ballroom #95 Pacific Ballroom #117 Pacific Ballroom #19 Pacific Ballroom #159 Pacific Ballroom #79 Pacific Ballroom #75 Pacific Ballroom #227 Pacific Ballroom #37 Pacific Ballroom #71 Pacific Ballroom #53 Pacific Ballroom #132 Pacific Ballroom #144 Pacific Ballroom #213 Pacific Ballroom #3 Pacific Ballroom #88 Pacific Ballroom #15
08:00 AM (Tutorials)
Tutorials Hall A
Deep Learning: Practice and Trends
Tutorials Grand Ballroom
A Primer on Optimal Transport
Tutorials Hall C
Reinforcement Learning with People
10:45 AM (Tutorials)
Deep Probabilistic Modelling with Gaussian Processes
Fairness in Machine Learning
Statistical Relational Artificial Intelligence: Logic, Probability and Computation
02:30 PM (Tutorials)
Geometric Deep Learning on Graphs and Manifolds
Differentially Private Machine Learning: Theory, Algorithms and Applications
Engineering and Reverse-Engineering Intelligence Using Probabilistic Programs, Program Induction, and Deep Learning
05:00 PM (Talks)
Opening Remarks
05:30 PM (Invited Talks)
Powering the next 100 years
06:30 PM (Posters)
Hybrid Reward Architecture for Reinforcement Learning Pacific Ballroom #200
Integration Methods and Optimization Algorithms Pacific Ballroom #174
Stochastic Mirror Descent in Variationally Coherent Optimization Problems Pacific Ballroom #165
Invariance and Stability of Deep Convolutional Representations Pacific Ballroom #63
Visual Reference Resolution using Attention Memory for Visual Dialog Pacific Ballroom #89
Maxing and Ranking with Few Assumptions Pacific Ballroom #40
Joint distribution optimal transportation for domain adaptation Pacific Ballroom #6
On clustering network-valued data Pacific Ballroom #220
Collapsed variational Bayes for Markov jump processes Pacific Ballroom #187
The Reversible Residual Network: Backpropagation Without Storing Activations Pacific Ballroom #120
Do Deep Neural Networks Suffer from Crowding? Pacific Ballroom #10
Influence Maximization with $\varepsilon$-Almost Submodular Threshold Functions Pacific Ballroom #158
InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations Pacific Ballroom #199
Variational Laws of Visual Attention for Dynamic Scenes Pacific Ballroom #145
Recursive Sampling for the Nystrom Method Pacific Ballroom #60
Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning Pacific Ballroom #203
The Expressive Power of Neural Networks: A View from the Width Pacific Ballroom #208
Incorporating Side Information by Adaptive Convolution Pacific Ballroom #93
Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations Pacific Ballroom #133
FALKON: An Optimal Large Scale Kernel Method Pacific Ballroom #59
Learning spatiotemporal piecewise-geodesic trajectories from longitudinal manifold-valued data Pacific Ballroom #197
One-Shot Imitation Learning Pacific Ballroom #112
Variable Importance Using Decision Trees Pacific Ballroom #207
Scalable Levy Process Priors for Spectral Kernel Learning Pacific Ballroom #198
Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction Pacific Ballroom #92
YASS: Yet Another Spike Sorter Pacific Ballroom #148
Prototypical Networks for Few-shot Learning Pacific Ballroom #118
Label Efficient Learning of Transferable Representations acrosss Domains and Tasks Pacific Ballroom #8
Learning A Structured Optimal Bipartite Graph for Co-Clustering Pacific Ballroom #42
Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification Pacific Ballroom #27
Deconvolutional Paragraph Representation Learning Pacific Ballroom #84
Parametric Simplex Method for Sparse Learning Pacific Ballroom #57
Learning Active Learning from Data Pacific Ballroom #1
Reconstructing perceived faces from brain activations with deep adversarial neural decoding Pacific Ballroom #152
Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems Pacific Ballroom #175
Sobolev Training for Neural Networks Pacific Ballroom #139
Adversarial Symmetric Variational Autoencoder Pacific Ballroom #109
Flexible statistical inference for mechanistic models of neural dynamics Pacific Ballroom #146
Uprooting and Rerooting Higher-Order Graphical Models Pacific Ballroom #177
On the Fine-Grained Complexity of Empirical Risk Minimization: Kernel Methods and Neural Networks Pacific Ballroom #167
A Minimax Optimal Algorithm for Crowdsourcing Pacific Ballroom #23
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach Pacific Ballroom #32
Federated Multi-Task Learning Pacific Ballroom #74
Improved Graph Laplacian via Geometric Self-Consistency Pacific Ballroom #46
Inferring Generative Model Structure with Static Analysis Pacific Ballroom #33
A Probabilistic Framework for Nonlinearities in Stochastic Neural Networks Pacific Ballroom #195
Testing and Learning on Distributions with Symmetric Noise Invariance Pacific Ballroom #64
Trimmed Density Ratio Estimation Pacific Ballroom #22
Training recurrent networks to generate hypotheses about how the brain solves hard navigation problems Pacific Ballroom #147
Reconstruct & Crush Network Pacific Ballroom #113
Discovering Potential Correlations via Hypercontractivity Pacific Ballroom #223
Scalable Model Selection for Belief Networks Pacific Ballroom #34
Posters Mon
Accelerated consensus via Min-Sum Splitting Pacific Ballroom #173
SafetyNets: Verifiable Execution of Deep Neural Networks on an Untrusted Cloud Pacific Ballroom #67
Query Complexity of Clustering with Side Information Pacific Ballroom #226
Nonbacktracking Bounds on the Influence in Independent Cascade Models Pacific Ballroom #182
Adaptive Classification for Prediction Under a Budget Pacific Ballroom #25
Learning with Feature Evolvable Streams Pacific Ballroom #26
Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice Pacific Ballroom #142
Sample and Computationally Efficient Learning Algorithms under S-Concave Distributions Pacific Ballroom #214
Scalable Variational Inference for Dynamical Systems Pacific Ballroom #2
Context Selection for Embedding Models Pacific Ballroom #20
Working hard to know your neighbor's margins: Local descriptor learning loss Pacific Ballroom #96
k-Support and Ordered Weighted Sparsity for Overlapping Groups: Hardness and Algorithms Pacific Ballroom #56
Max-Margin Invariant Features from Transformed Unlabelled Data Pacific Ballroom #66
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon Pacific Ballroom #136
Accelerated First-order Methods for Geodesically Convex Optimization on Riemannian Manifolds Pacific Ballroom #166
Selective Classification for Deep Neural Networks Pacific Ballroom #134
Fast, Sample-Efficient Algorithms for Structured Phase Retrieval Pacific Ballroom #55
Hash Embeddings for Efficient Word Representations Pacific Ballroom #100
Regularized Modal Regression with Applications in Cognitive Impairment Prediction Pacific Ballroom #154
Maximum Margin Interval Trees Pacific Ballroom #44
DropoutNet: Addressing Cold Start in Recommender Systems Pacific Ballroom #73
A simple model of recognition and recall memory Pacific Ballroom #150
Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes Pacific Ballroom #192
Mean Field Residual Networks: On the Edge of Chaos Pacific Ballroom #218
From which world is your graph Pacific Ballroom #217
A New Alternating Direction Method for Linear Programming Pacific Ballroom #169
Clone MCMC: Parallel High-Dimensional Gaussian Gibbs Sampling Pacific Ballroom #196
Polynomial time algorithms for dual volume sampling Pacific Ballroom #160
Teaching Machines to Describe Images with Natural Language Feedback Pacific Ballroom #87
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space Pacific Ballroom #13
Learning Graph Representations with Embedding Propagation Pacific Ballroom #18
Saliency-based Sequential Image Attention with Multiset Prediction Pacific Ballroom #129
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model Pacific Ballroom #86
PRUNE: Preserving Proximity and Global Ranking for Network Embedding Pacific Ballroom #14
Cost efficient gradient boosting Pacific Ballroom #30
Probabilistic Rule Realization and Selection Pacific Ballroom #21
Nearest-Neighbor Sample Compression: Efficiency, Consistency, Infinite Dimensions Pacific Ballroom #215
Robust Imitation of Diverse Behaviors Pacific Ballroom #143
Concentration of Multilinear Functions of the Ising Model with Applications to Network Data Pacific Ballroom #178
Learning Multiple Tasks with Multilinear Relationship Networks Pacific Ballroom #7
Inference in Graphical Models via Semidefinite Programming Hierarchies Pacific Ballroom #179
Gated Recurrent Convolution Neural Network for OCR Pacific Ballroom #121
Population Matching Discrepancy and Applications in Deep Learning Pacific Ballroom #141
Scalable Planning with Tensorflow for Hybrid Nonlinear Domains Pacific Ballroom #204
Expectation Propagation for t-Exponential Family Using q-Algebra Pacific Ballroom #194
Few-Shot Learning Through an Information Retrieval Lens Pacific Ballroom #119
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation Pacific Ballroom #29
Associative Embedding: End-to-End Learning for Joint Detection and Grouping Pacific Ballroom #91
Dykstra's Algorithm, ADMM, and Coordinate Descent: Connections, Insights, and Extensions Pacific Ballroom #170
Large-Scale Quadratically Constrained Quadratic Program via Low-Discrepancy Sequences Pacific Ballroom #168
Time-dependent spatially varying graphical models, with application to brain fMRI data analysis Pacific Ballroom #35
Differentiable Learning of Logical Rules for Knowledge Base Reasoning Pacific Ballroom #126
Gradient Methods for Submodular Maximization Pacific Ballroom #156
Posters Mon
Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization Pacific Ballroom #171
Non-convex Finite-Sum Optimization Via SCSG Methods Pacific Ballroom #157
Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting Pacific Ballroom #180
The Importance of Communities for Learning to Influence Pacific Ballroom #70
Plan, Attend, Generate: Planning for Sequence-to-Sequence Models Pacific Ballroom #103
On the Power of Truncated SVD for General High-rank Matrix Estimation Problems Pacific Ballroom #221
Adversarial Surrogate Losses for Ordinal Regression Pacific Ballroom #28
Deep Subspace Clustering Networks Pacific Ballroom #17
SGD Learns the Conjugate Kernel Class of the Network Pacific Ballroom #209
Noise-Tolerant Interactive Learning Using Pairwise Comparisons Pacific Ballroom #211
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems Pacific Ballroom #85
Generative Local Metric Learning for Kernel Regression Pacific Ballroom #51
Attentional Pooling for Action Recognition Pacific Ballroom #102
Deep Supervised Discrete Hashing Pacific Ballroom #98
Task-based End-to-end Model Learning in Stochastic Optimization Pacific Ballroom #205
Consistent Multitask Learning with Nonlinear Output Relations Pacific Ballroom #5
Langevin Dynamics with Continuous Tempering for Training Deep Neural Networks Pacific Ballroom #125
Learning Disentangled Representations with Semi-Supervised Deep Generative Models Pacific Ballroom #184
Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems Pacific Ballroom #183
Multitask Spectral Learning of Weighted Automata Pacific Ballroom #50
Multi-way Interacting Regression via Factorization Machines Pacific Ballroom #43
Learning from uncertain curves: The 2-Wasserstein metric for Gaussian processes Pacific Ballroom #219
Learning ReLUs via Gradient Descent Pacific Ballroom #164
When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness Pacific Ballroom #191
Semi-Supervised Learning for Optical Flow with Generative Adversarial Networks Pacific Ballroom #90
Stabilizing Training of Generative Adversarial Networks through Regularization Pacific Ballroom #107
Dual-Agent GANs for Photorealistic and Identity Preserving Profile Face Synthesis Pacific Ballroom #131
Dilated Recurrent Neural Networks Pacific Ballroom #104
VAIN: Attentional Multi-agent Predictive Modeling Pacific Ballroom #116
Matching neural paths: transfer from recognition to correspondence search Pacific Ballroom #9
Learned D-AMP: Principled Neural Network based Compressive Image Recovery Pacific Ballroom #58
Learning Identifiable Gaussian Bayesian Networks in Polynomial Time and Sample Complexity Pacific Ballroom #216
Variational Inference via $\chi$ Upper Bound Minimization Pacific Ballroom #186
On Quadratic Convergence of DC Proximal Newton Algorithm in Nonconvex Sparse Learning Pacific Ballroom #54
Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs Pacific Ballroom #16
An Empirical Study on The Properties of Random Bases for Kernel Methods Pacific Ballroom #65
Gradient Episodic Memory for Continual Learning Pacific Ballroom #4
Coded Distributed Computing for Inverse Problems Pacific Ballroom #225
A Screening Rule for l1-Regularized Ising Model Estimation Pacific Ballroom #176
A Bayesian Data Augmentation Approach for Learning Deep Models Pacific Ballroom #36
Principles of Riemannian Geometry in Neural Networks Pacific Ballroom #52
Fader Networks:Manipulating Images by Sliding Attributes Pacific Ballroom #114
Solving Most Systems of Random Quadratic Equations Pacific Ballroom #163
Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes Pacific Ballroom #76
Deep Learning with Topological Signatures Pacific Ballroom #38
Protein Interface Prediction using Graph Convolutional Networks Pacific Ballroom #130
Gauging Variational Inference Pacific Ballroom #185
Deliberation Networks: Sequence Generation Beyond One-Pass Decoding Pacific Ballroom #127
Towards Generalization and Simplicity in Continuous Control Pacific Ballroom #202
Toward Multimodal Image-to-Image Translation Pacific Ballroom #97
Lookahead Bayesian Optimization with Inequality Constraints Pacific Ballroom #161
Learning Efficient Object Detection Models with Knowledge Distillation Pacific Ballroom #122
A PAC-Bayesian Analysis of Randomized Learning with Application to Stochastic Gradient Descent Pacific Ballroom #212
Universal Style Transfer via Feature Transforms Pacific Ballroom #81
Model-Powered Conditional Independence Test Pacific Ballroom #190
First-Order Adaptive Sample Size Methods to Reduce Complexity of Empirical Risk Minimization Pacific Ballroom #172
Practical Hash Functions for Similarity Estimation and Dimensionality Reduction Pacific Ballroom #39
Deep Lattice Networks and Partial Monotonic Functions Pacific Ballroom #135
Hiding Images in Plain Sight: Deep Steganography Pacific Ballroom #80
Tomography of the London Underground: a Scalable Model for Origin-Destination Data Pacific Ballroom #77
Robust Hypothesis Test for Nonlinear Effect with Gaussian Processes Pacific Ballroom #62
Lower bounds on the robustness to adversarial perturbations Pacific Ballroom #138
Introspective Classification with Convolutional Nets Pacific Ballroom #24
Neural Program Meta-Induction Pacific Ballroom #128
Bayesian Dyadic Trees and Histograms for Regression Pacific Ballroom #188
SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks Pacific Ballroom #99
Unbounded cache model for online language modeling with open vocabulary Pacific Ballroom #83
Predictive State Recurrent Neural Networks Pacific Ballroom #48
Neural Expectation Maximization Pacific Ballroom #12
Effective Parallelisation for Machine Learning Pacific Ballroom #210
Shallow Updates for Deep Reinforcement Learning Pacific Ballroom #201
LightGBM: A Highly Efficient Gradient Boosting Decision Tree Pacific Ballroom #31
Z-Forcing: Training Stochastic Recurrent Networks Pacific Ballroom #111
Learning Hierarchical Information Flow with Recurrent Neural Modules Pacific Ballroom #105
Dynamic Importance Sampling for Anytime Bounds of the Partition Function Pacific Ballroom #181
Neural Variational Inference and Learning in Undirected Graphical Models Pacific Ballroom #108
Hierarchical Methods of Moments Pacific Ballroom #49
Differentially private Bayesian learning on distributed data Pacific Ballroom #189
PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs Pacific Ballroom #115
Wasserstein Learning of Deep Generative Point Process Models Pacific Ballroom #106
The Neural Hawkes Process: A Neurally Self-Modulating Multivariate Point Process Pacific Ballroom #69
SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability Pacific Ballroom #11
Bayesian Compression for Deep Learning Pacific Ballroom #137
Structured Bayesian Pruning via Log-Normal Multiplicative Noise Pacific Ballroom #140
Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin Pacific Ballroom #82
AdaGAN: Boosting Generative Models Pacific Ballroom #222
Kernel functions based on triplet comparisons Pacific Ballroom #41
A Regularized Framework for Sparse and Structured Neural Attention Pacific Ballroom #101
Learning a Multi-View Stereo Machine Pacific Ballroom #94
Value Prediction Network Pacific Ballroom #206
Cross-Spectral Factor Analysis Pacific Ballroom #153
Stochastic Submodular Maximization: The Case of Coverage Functions Pacific Ballroom #155
Mixture-Rank Matrix Approximation for Collaborative Filtering Pacific Ballroom #47
Matching on Balanced Nonlinear Representations for Treatment Effects Estimation Pacific Ballroom #78
Non-monotone Continuous DR-submodular Maximization: Structure and Algorithms Pacific Ballroom #162
A Meta-Learning Perspective on Cold-Start Recommendations for Items Pacific Ballroom #72
Decoupling "when to update" from "how to update" Pacific Ballroom #124
Phase Transitions in the Pooled Data Problem Pacific Ballroom #224
Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space Pacific Ballroom #110
Efficient Approximation Algorithms for Strings Kernel Based Sequence Classification Pacific Ballroom #61
Probabilistic Models for Integration Error in the Assessment of Functional Cardiac Models Pacific Ballroom #193
Gaussian process based nonlinear latent structure discovery in multivariate spike train data Pacific Ballroom #151
Neural system identification for large populations separating “what” and “where” Pacific Ballroom #149
Kernel Feature Selection via Conditional Covariance Minimization Pacific Ballroom #45
Pose Guided Person Image Generation Pacific Ballroom #95
Real Time Image Saliency for Black Box Classifiers Pacific Ballroom #117
Unsupervised Sequence Classification using Sequential Output Statistics Pacific Ballroom #19
Posters Mon
Subset Selection under Noise Pacific Ballroom #159
SchNet: A continuous-filter convolutional neural network for modeling quantum interactions Pacific Ballroom #79
Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks Pacific Ballroom #75
Revisit Fuzzy Neural Network: Demystifying Batch Normalization and ReLU with Generalized Hamming Network Pacific Ballroom #227
Union of Intersections (UoI) for Interpretable Data Driven Discovery and Prediction Pacific Ballroom #37
Inductive Representation Learning on Large Graphs Pacific Ballroom #71
Subset Selection and Summarization in Sequential Data Pacific Ballroom #53
Toward Robustness against Label Noise in Training Deep Discriminative Neural Networks Pacific Ballroom #132
Question Asking as Program Generation Pacific Ballroom #144
Revisiting Perceptron: Efficient and Label-Optimal Learning of Halfspaces Pacific Ballroom #213
Active Learning from Peers Pacific Ballroom #3
High-Order Attention Models for Visual Question Answering Pacific Ballroom #88
Unsupervised Transformation Learning via Convex Relaxations Pacific Ballroom #15

 Tue Dec 05, 2017

Time Hall A Hall C Pacific Ballroom Concourse # D1 Pacific Ballroom Concourse #D10 Pacific Ballroom Concourse #D2 Pacific Ballroom Concourse #D6 Pacific Ballroom Concourse #D3 Pacific Ballroom Concourse #D9 Pacific Ballroom Concourse, #D4 Pacific Ballroom Concourse #D7 Pacific Ballroom Concourse #D8 Pacific Ballroom Concourse #D5 Pacific Ballroom #200 Pacific Ballroom #174 Pacific Ballroom #165 Pacific Ballroom #63 Pacific Ballroom #89 Pacific Ballroom #40 Pacific Ballroom #6 Pacific Ballroom #220 Pacific Ballroom #187 Pacific Ballroom #120 Pacific Ballroom #10 Pacific Ballroom #158 Pacific Ballroom #199 Pacific Ballroom #145 Pacific Ballroom #60 Pacific Ballroom #203 Pacific Ballroom #208 Pacific Ballroom #93 Pacific Ballroom #133 Pacific Ballroom #59 Pacific Ballroom #197 Pacific Ballroom #112 Pacific Ballroom #207 Pacific Ballroom #198 Pacific Ballroom #92 Pacific Ballroom #148 Pacific Ballroom #118 Pacific Ballroom #8 Pacific Ballroom #42 Pacific Ballroom #27 Pacific Ballroom #84 Pacific Ballroom #57 Pacific Ballroom #1 Pacific Ballroom #152 Pacific Ballroom #175 Pacific Ballroom #139 Pacific Ballroom #109 Pacific Ballroom #146 Pacific Ballroom #177 Pacific Ballroom #167 Pacific Ballroom #23 Pacific Ballroom #32 Pacific Ballroom #74 Pacific Ballroom #46 Pacific Ballroom #33 Pacific Ballroom #195 Pacific Ballroom #64 Pacific Ballroom #22 Pacific Ballroom #147 Pacific Ballroom #113 Pacific Ballroom #223 Pacific Ballroom #34 Pacific Ballroom #173 Pacific Ballroom #67 Pacific Ballroom #226 Pacific Ballroom #182 Pacific Ballroom #25 Pacific Ballroom #26 Pacific Ballroom #142 Pacific Ballroom #214 Pacific Ballroom #2 Pacific Ballroom #20 Pacific Ballroom #96 Pacific Ballroom #56 Pacific Ballroom #66 Pacific Ballroom #136 Pacific Ballroom #166 Pacific Ballroom #134 Pacific Ballroom #55 Pacific Ballroom #100 Pacific Ballroom #154 Pacific Ballroom #44 Pacific Ballroom #73 Pacific Ballroom #150 Pacific Ballroom #192 Pacific Ballroom #218 Pacific Ballroom #217 Pacific Ballroom #169 Pacific Ballroom #196 Pacific Ballroom #160 Pacific Ballroom #87 Pacific Ballroom #13 Pacific Ballroom #18 Pacific Ballroom #129 Pacific Ballroom #86 Pacific Ballroom #14 Pacific Ballroom #30 Pacific Ballroom #21 Pacific Ballroom #215 Pacific Ballroom #143 Pacific Ballroom #178 Pacific Ballroom #7 Pacific Ballroom #179 Pacific Ballroom #121 Pacific Ballroom #141 Pacific Ballroom #204 Pacific Ballroom #194 Pacific Ballroom #119 Pacific Ballroom #29 Pacific Ballroom #91 Pacific Ballroom #170 Pacific Ballroom #168 Pacific Ballroom #35 Pacific Ballroom #126 Pacific Ballroom #156 Pacific Ballroom #171 Pacific Ballroom #157 Pacific Ballroom #180 Pacific Ballroom #70 Pacific Ballroom #103 Pacific Ballroom #221 Pacific Ballroom #28 Pacific Ballroom #17 Pacific Ballroom #209 Pacific Ballroom #211 Pacific Ballroom #85 Pacific Ballroom #51 Pacific Ballroom #102 Pacific Ballroom #98 Pacific Ballroom #205 Pacific Ballroom #5 Pacific Ballroom #125 Pacific Ballroom #184 Pacific Ballroom #183 Pacific Ballroom #50 Pacific Ballroom #43 Pacific Ballroom #219 Pacific Ballroom #164 Pacific Ballroom #191 Pacific Ballroom #90 Pacific Ballroom #107 Pacific Ballroom #131 Pacific Ballroom #104 Pacific Ballroom #116 Pacific Ballroom #9 Pacific Ballroom #58 Pacific Ballroom #216 Pacific Ballroom #186 Pacific Ballroom #54 Pacific Ballroom #16 Pacific Ballroom #65 Pacific Ballroom #4 Pacific Ballroom #225 Pacific Ballroom #176 Pacific Ballroom #36 Pacific Ballroom #52 Pacific Ballroom #114 Pacific Ballroom #163 Pacific Ballroom #76 Pacific Ballroom #38 Pacific Ballroom #130 Pacific Ballroom #185 Pacific Ballroom #127 Pacific Ballroom #202 Pacific Ballroom #97 Pacific Ballroom #161 Pacific Ballroom #122 Pacific Ballroom #212 Pacific Ballroom #81 Pacific Ballroom #190 Pacific Ballroom #172 Pacific Ballroom #39 Pacific Ballroom #135 Pacific Ballroom #80 Pacific Ballroom #77 Pacific Ballroom #62 Pacific Ballroom #138 Pacific Ballroom #24 Pacific Ballroom #128 Pacific Ballroom #188 Pacific Ballroom #99 Pacific Ballroom #83 Pacific Ballroom #48 Pacific Ballroom #12 Pacific Ballroom #210 Pacific Ballroom #201 Pacific Ballroom #31 Pacific Ballroom #111 Pacific Ballroom #105 Pacific Ballroom #181 Pacific Ballroom #108 Pacific Ballroom #49 Pacific Ballroom #189 Pacific Ballroom #115 Pacific Ballroom #106 Pacific Ballroom #69 Pacific Ballroom #11 Pacific Ballroom #137 Pacific Ballroom #140 Pacific Ballroom #82 Pacific Ballroom #222 Pacific Ballroom #41 Pacific Ballroom #101 Pacific Ballroom #94 Pacific Ballroom #206 Pacific Ballroom #153 Pacific Ballroom #155 Pacific Ballroom #47 Pacific Ballroom #78 Pacific Ballroom #162 Pacific Ballroom #72 Pacific Ballroom #124 Pacific Ballroom #224 Pacific Ballroom #110 Pacific Ballroom #61 Pacific Ballroom #193 Pacific Ballroom #151 Pacific Ballroom #149 Pacific Ballroom #45 Pacific Ballroom #95 Pacific Ballroom #117 Pacific Ballroom #19 Pacific Ballroom #159 Pacific Ballroom #79 Pacific Ballroom #75 Pacific Ballroom #227 Pacific Ballroom #37 Pacific Ballroom #71 Pacific Ballroom #53 Pacific Ballroom #132 Pacific Ballroom #144 Pacific Ballroom #213 Pacific Ballroom #3 Pacific Ballroom #88 Pacific Ballroom #15 Pacific Ballroom #68 Pacific Ballroom #228 Pacific Ballroom #123
09:00 AM (Invited Talks)
Why AI Will Make it Possible to Reprogram the Human Genome
09:50 AM (Orals)
Test of Time Award
10:40 AM (Orals)
Algorithms
Diffusion Approximations for Online Principal Component Estimation and Global Convergence
Optimization
On the Optimization Landscape of Tensor Decompositions
10:55 AM (Orals)
Positive-Unlabeled Learning with Non-Negative Risk Estimator
Robust Optimization for Non-Convex Objectives
11:10 AM (Orals)
Approximation Bounds for Hierarchical Clustering: Average Linkage, Bisecting K-means, and Local Search
Bayesian Optimization with Gradients
11:25 AM (Spotlights)
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results
Gradient Descent Can Take Exponential Time to Escape Saddle Points