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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #1
Fast Mixing Markov Chains for Strongly Rayleigh Measures, DPPs, and Constrained Sampling
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #2
Unsupervised Learning of 3D Structure from Images
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #3
The Multiple Quantile Graphical Model
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #4
Unsupervised Learning from Noisy Networks with Applications to Hi-C Data
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #5
Towards Unifying Hamiltonian Monte Carlo and Slice Sampling
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #6
Differential Privacy without Sensitivity
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #7
Generalized Correspondence-LDA Models (GC-LDA) for Identifying Functional Regions in the Brain
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #8
Kronecker Determinantal Point Processes
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #9
Variance Reduction in Stochastic Gradient Langevin Dynamics
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #10
Online Pricing with Strategic and Patient Buyers
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #11
Exploiting the Structure: Stochastic Gradient Methods Using Raw Clusters
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #12
Clustering Signed Networks with the Geometric Mean of Laplacians
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #13
Robust Spectral Detection of Global Structures in the Data by Learning a Regularization
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #14
Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #15
Launch and Iterate: Reducing Prediction Churn
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #16
Data Poisoning Attacks on Factorization-Based Collaborative Filtering
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #17
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #18
Optimal Architectures in a Solvable Model of Deep Networks
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #19
Scalable Adaptive Stochastic Optimization Using Random Projections
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #20
Spectral Learning of Dynamic Systems from Nonequilibrium Data
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #21
Local Minimax Complexity of Stochastic Convex Optimization
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #22
A Theoretically Grounded Application of Dropout in Recurrent Neural Networks
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #24
A Communication-Efficient Parallel Algorithm for Decision Tree
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #25
Leveraging Sparsity for Efficient Submodular Data Summarization
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #26
Avoiding Imposters and Delinquents: Adversarial Crowdsourcing and Peer Prediction
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #27
Designing smoothing functions for improved worst-case competitive ratio in online optimization
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #29
Generating Videos with Scene Dynamics
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #30
The Robustness of Estimator Composition
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #31
Improved Deep Metric Learning with Multi-class N-pair Loss Objective
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #32
Preference Completion from Partial Rankings
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #33
Bayesian optimization under mixed constraints with a slack-variable augmented Lagrangian
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #34
Privacy Odometers and Filters: Pay-as-you-Go Composition
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #35
Large Margin Discriminant Dimensionality Reduction in Prediction Space
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #36
Tight Complexity Bounds for Optimizing Composite Objectives
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #37
Automatic Neuron Detection in Calcium Imaging Data Using Convolutional Networks
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #38
Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #39
Conditional Image Generation with PixelCNN Decoders
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #40
Natural-Parameter Networks: A Class of Probabilistic Neural Networks
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #41
Long-term Causal Effects via Behavioral Game Theory
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #42
PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #43
A Probabilistic Programming Approach To Probabilistic Data Analysis
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #44
Learning Bayesian networks with ancestral constraints
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #45
Solving Random Systems of Quadratic Equations via Truncated Generalized Gradient Flow
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #46
Balancing Suspense and Surprise: Timely Decision Making with Endogenous Information Acquisition
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #47
Structure-Blind Signal Recovery
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #48
Spatiotemporal Residual Networks for Video Action Recognition
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #49
CMA-ES with Optimal Covariance Update and Storage Complexity
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #50
Latent Attention For If-Then Program Synthesis
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #51
The Sound of APALM Clapping: Faster Nonsmooth Nonconvex Optimization with Stochastic Asynchronous PALM
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #52
An Efficient Streaming Algorithm for the Submodular Cover Problem
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #53
Attend, Infer, Repeat: Fast Scene Understanding with Generative Models
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #54
An ensemble diversity approach to supervised binary hashing
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #55
End-to-End Goal-Driven Web Navigation
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #56
The Power of Adaptivity in Identifying Statistical Alternatives
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #57
A Probabilistic Framework for Deep Learning
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #58
Minimax Estimation of Maximum Mean Discrepancy with Radial Kernels
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #60
Tagger: Deep Unsupervised Perceptual Grouping
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #61
A scaled Bregman theorem with applications
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #62
Learning feed-forward one-shot learners
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #63
Error Analysis of Generalized Nyström Kernel Regression
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #64
Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #65
Asynchronous Parallel Greedy Coordinate Descent
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #66
Structured Prediction Theory Based on Factor Graph Complexity
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #67
Parameter Learning for Log-supermodular Distributions
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #68
Exact Recovery of Hard Thresholding Pursuit
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #69
New Liftable Classes for First-Order Probabilistic Inference
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #70
Variational Inference in Mixed Probabilistic Submodular Models
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #71
Unifying Count-Based Exploration and Intrinsic Motivation
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #72
Approximate maximum entropy principles via Goemans-Williamson with applications to provable variational methods
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #73
A Multi-step Inertial Forward-Backward Splitting Method for Non-convex Optimization
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #74
Fast and Flexible Monotonic Functions with Ensembles of Lattices
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #75
Architectural Complexity Measures of Recurrent Neural Networks
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #76
Online Convex Optimization with Unconstrained Domains and Losses
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #77
Split LBI: An Iterative Regularization Path with Structural Sparsity
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #78
Variational Autoencoder for Deep Learning of Images, Labels and Captions
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #79
Recovery Guarantee of Non-negative Matrix Factorization via Alternating Updates
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #80
Proximal Deep Structured Models
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #81
Safe Policy Improvement by Minimizing Robust Baseline Regret
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #82
A Pseudo-Bayesian Algorithm for Robust PCA
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #83
Learning values across many orders of magnitude
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #84
Single Pass PCA of Matrix Products
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #85
Convolutional Neural Fabrics
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #86
Generative Shape Models: Joint Text Recognition and Segmentation with Very Little Training Data
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #87
Mixed vine copulas as joint models of spike counts and local field potentials
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #88
Optimal Black-Box Reductions Between Optimization Objectives
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #89
Dialog-based Language Learning
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #90
Online Bayesian Moment Matching for Topic Modeling with Unknown Number of Topics
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #91
A Sparse Interactive Model for Matrix Completion with Side Information
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #92
Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #94
High Dimensional Structured Superposition Models
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #95
Finite Sample Prediction and Recovery Bounds for Ordinal Embedding
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #96
What Makes Objects Similar: A Unified Multi-Metric Learning Approach
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #97
Unsupervised Learning of Spoken Language with Visual Context
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #98
Cyclades: Conflict-free Asynchronous Machine Learning
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #99
Disease Trajectory Maps
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #100
Fast ε-free Inference of Simulation Models with Bayesian Conditional Density Estimation
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #101
Stochastic Structured Prediction under Bandit Feedback
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #102
Learning under uncertainty: a comparison between R-W and Bayesian approach
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #103
Minimax Optimal Alternating Minimization for Kernel Nonparametric Tensor Learning
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #104
On the Recursive Teaching Dimension of VC Classes
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #105
Dimension-Free Iteration Complexity of Finite Sum Optimization Problems
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #106
f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #107
Low-Rank Regression with Tensor Responses
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #108
Double Thompson Sampling for Dueling Bandits
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #109
Linear dynamical neural population models through nonlinear embeddings
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #110
Regret Bounds for Non-decomposable Metrics with Missing Labels
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #111
Dynamic matrix recovery from incomplete observations under an exact low-rank constraint
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #112
Rényi Divergence Variational Inference
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #113
Confusions over Time: An Interpretable Bayesian Model to Characterize Trends in Decision Making
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #114
Adaptive Averaging in Accelerated Descent Dynamics
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #115
Bayesian Optimization for Probabilistic Programs
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #116
Efficient Globally Convergent Stochastic Optimization for Canonical Correlation Analysis
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #117
A Unified Approach for Learning the Parameters of Sum-Product Networks
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #118
Feature-distributed sparse regression: a screen-and-clean approach
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #119
Backprop KF: Learning Discriminative Deterministic State Estimators
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #120
Swapout: Learning an ensemble of deep architectures
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #121
Assortment Optimization Under the Mallows model
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #122
Operator Variational Inference
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #123
Select-and-Sample for Spike-and-Slab Sparse Coding
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #124
Fast recovery from a union of subspaces
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #125
Ladder Variational Autoencoders
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #126
SPALS: Fast Alternating Least Squares via Implicit Leverage Scores Sampling
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #127
CRF-CNN: Modeling Structured Information in Human Pose Estimation
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #128
A Consistent Regularization Approach for Structured Prediction
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #129
Refined Lower Bounds for Adversarial Bandits
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #130
Learning Deep Embeddings with Histogram Loss
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #131
Solving Marginal MAP Problems with NP Oracles and Parity Constraints
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #132
Kernel Bayesian Inference with Posterior Regularization
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #133
Learning Influence Functions from Incomplete Observations
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #134
General Tensor Spectral Co-clustering for Higher-Order Data
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #135
Bayesian latent structure discovery from multi-neuron recordings
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #136
Estimating the Size of a Large Network and its Communities from a Random Sample
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #137
Wasserstein Training of Restricted Boltzmann Machines
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #138
Deep ADMM-Net for Compressive Sensing MRI
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #139
Maximization of Approximately Submodular Functions
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #140
Combining Low-Density Separators with CNNs
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #141
Learning Sensor Multiplexing Design through Back-propagation
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #142
High resolution neural connectivity from incomplete tracing data using nonnegative spline regression
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #143
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #144
Learning Sparse Gaussian Graphical Models with Overlapping Blocks
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #145
Multi-step learning and underlying structure in statistical models
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #146
Dynamic Network Surgery for Efficient DNNs
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #147
Active Nearest-Neighbor Learning in Metric Spaces
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #148
Discriminative Gaifman Models
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #149
Professor Forcing: A New Algorithm for Training Recurrent Networks
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #150
Pruning Random Forests for Prediction on a Budget
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #151
Multistage Campaigning in Social Networks
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #152
Coevolutionary Latent Feature Processes for Continuous-Time User-Item Interactions
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #153
Coordinate-wise Power Method
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #154
Barzilai-Borwein Step Size for Stochastic Gradient Descent
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #155
Fast learning rates with heavy-tailed losses
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #156
CliqueCNN: Deep Unsupervised Exemplar Learning
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #157
Guided Policy Search via Approximate Mirror Descent
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #158
Structured Sparse Regression via Greedy Hard Thresholding
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #159
Learning in Games: Robustness of Fast Convergence
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #160
Measuring the reliability of MCMC inference with bidirectional Monte Carlo
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #161
Average-case hardness of RIP certification
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #162
Provable Efficient Online Matrix Completion via Non-convex Stochastic Gradient Descent
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #163
Infinite Hidden Semi-Markov Modulated Interaction Point Process
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #164
Linear Contextual Bandits with Knapsacks
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #165
Selective inference for group-sparse linear models
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #166
Deep Neural Networks with Inexact Matching for Person Re-Identification
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #167
Accelerating Stochastic Composition Optimization
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #168
Learning Bound for Parameter Transfer Learning
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #169
Can Active Memory Replace Attention?
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #170
Understanding the Effective Receptive Field in Deep Convolutional Neural Networks
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #171
Local Similarity-Aware Deep Feature Embedding
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #172
End-to-End Kernel Learning with Supervised Convolutional Kernel Networks
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #173
Single-Image Depth Perception in the Wild
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #174
Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #174
Without-Replacement Sampling for Stochastic Gradient Methods
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #200
R-FCN: Object Detection via Region-based Fully Convolutional Networks
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #175
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #176
Learning What and Where to Draw
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #176
Consistent Estimation of Functions of Data Missing Non-Monotonically and Not at Random
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #177
Stochastic Online AUC Maximization
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #178
Deep Learning without Poor Local Minima
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #179
Regularized Nonlinear Acceleration
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #180
Learning to Poke by Poking: Experiential Learning of Intuitive Physics
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #181
Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #182
Linear-Memory and Decomposition-Invariant Linearly Convergent Conditional Gradient Algorithm for Structured Polytopes
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #183
Achieving the KS threshold in the general stochastic block model with linearized acyclic belief propagation
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #185
Universal Correspondence Network
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #186
The Multiscale Laplacian Graph Kernel
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #187
Generalization of ERM in Stochastic Convex Optimization: The Dimension Strikes Back
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #188
Large-Scale Price Optimization via Network Flow
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #189
Bayesian Optimization with Robust Bayesian Neural Networks
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #190
Protein contact prediction from amino acid co-evolution using convolutional networks for graph-valued images
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #191
Supervised Word Mover's Distance
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #192
Beyond Exchangeability: The Chinese Voting Process
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #193
Poisson-Gamma dynamical systems
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #194
Interpretable Distribution Features with Maximum Testing Power
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #195
Dense Associative Memory for Pattern Recognition
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #196
Relevant sparse codes with variational information bottleneck
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #197
Examples are not enough, learn to criticize! Criticism for Interpretability
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Poster
Wed Dec 07 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #198
Showing versus doing: Teaching by demonstration
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