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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #1
Improved Dropout for Shallow and Deep Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #2
Communication-Optimal Distributed Clustering
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #3
On Robustness of Kernel Clustering
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #4
Combinatorial semi-bandit with known covariance
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #5
A posteriori error bounds for joint matrix decomposition problems
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #6
Object based Scene Representations using Fisher Scores of Local Subspace Projections
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #7
MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #9
Efficient Nonparametric Smoothness Estimation
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #10
Completely random measures for modelling block-structured sparse networks
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #11
DISCO Nets : DISsimilarity COefficients Networks
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #12
An Architecture for Deep, Hierarchical Generative Models
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #13
A Multi-Batch L-BFGS Method for Machine Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #14
Higher-Order Factorization Machines
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #15
A Bio-inspired Redundant Sensing Architecture
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #16
Learning Supervised PageRank with Gradient-Based and Gradient-Free Optimization Methods
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #17
Linear Relaxations for Finding Diverse Elements in Metric Spaces
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #18
Stochastic Optimization for Large-scale Optimal Transport
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #19
Threshold Bandits, With and Without Censored Feedback
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #20
Mistake Bounds for Binary Matrix Completion
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #21
SoundNet: Learning Sound Representations from Unlabeled Video
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #22
Doubly Convolutional Neural Networks
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #23
Maximizing Influence in an Ising Network: A Mean-Field Optimal Solution
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #24
Learning from Rational Behavior: Predicting Solutions to Unknown Linear Programs
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #25
Fairness in Learning: Classic and Contextual Bandits
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #26
A Powerful Generative Model Using Random Weights for the Deep Image Representation
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #27
Improved Error Bounds for Tree Representations of Metric Spaces
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #28
Adaptive optimal training of animal behavior
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #29
PAC-Bayesian Theory Meets Bayesian Inference
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #30
Nearly Isometric Embedding by Relaxation
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #31
Graph Clustering: Block-models and model free results
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #32
Learning Transferrable Representations for Unsupervised Domain Adaptation
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #33
Measuring Neural Net Robustness with Constraints
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #34
A forward model at Purkinje cell synapses facilitates cerebellar anticipatory control
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #35
Estimating Nonlinear Neural Response Functions using GP Priors and Kronecker Methods
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #36
A Bayesian method for reducing bias in neural representational similarity analysis
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #37
Learning to Communicate with Deep Multi-Agent Reinforcement Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #38
Total Variation Classes Beyond 1d: Minimax Rates, and the Limitations of Linear Smoothers
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #39
Exponential Family Embeddings
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #40
k*-Nearest Neighbors: From Global to Local
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #41
Reward Augmented Maximum Likelihood for Neural Structured Prediction
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #42
A Probabilistic Model of Social Decision Making based on Reward Maximization
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #43
Active Learning with Oracle Epiphany
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #44
On Regularizing Rademacher Observation Losses
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #45
A Non-generative Framework and Convex Relaxations for Unsupervised Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #46
Learning Tree Structured Potential Games
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #47
Equality of Opportunity in Supervised Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #48
Interaction Networks for Learning about Objects, Relations and Physics
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #49
beta-risk: a New Surrogate Risk for Learning from Weakly Labeled Data
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #50
Binarized Neural Networks
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #51
Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #52
Generating Images with Perceptual Similarity Metrics based on Deep Networks
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #53
Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #55
Finite-Dimensional BFRY Priors and Variational Bayesian Inference for Power Law Models
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #56
Temporal Regularized Matrix Factorization for High-dimensional Time Series Prediction
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #57
Composing graphical models with neural networks for structured representations and fast inference
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #58
PAC Reinforcement Learning with Rich Observations
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #59
Algorithms and matching lower bounds for approximately-convex optimization
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #60
Proximal Stochastic Methods for Nonsmooth Nonconvex Finite-Sum Optimization
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #61
A Simple Practical Accelerated Method for Finite Sums
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #62
Unsupervised Learning for Physical Interaction through Video Prediction
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #63
Threshold Learning for Optimal Decision Making
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #64
Collaborative Recurrent Autoencoder: Recommend while Learning to Fill in the Blanks
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #65
Finding significant combinations of features in the presence of categorical covariates
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #66
Synthesizing the preferred inputs for neurons in neural networks via deep generator networks
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #67
Learning Infinite RBMs with Frank-Wolfe
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #68
Sorting out typicality with the inverse moment matrix SOS polynomial
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #69
Improving PAC Exploration Using the Median Of Means
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #70
Reconstructing Parameters of Spreading Models from Partial Observations
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #72
Generating Long-term Trajectories Using Deep Hierarchical Networks
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #73
Cooperative Inverse Reinforcement Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #74
Review Networks for Caption Generation
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #75
Gradient-based Sampling: An Adaptive Importance Sampling for Least-squares
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #76
Robust k-means: a Theoretical Revisit
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #77
Boosting with Abstention
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #78
Estimating the class prior and posterior from noisy positives and unlabeled data
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #79
Bootstrap Model Aggregation for Distributed Statistical Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #80
Noise-Tolerant Life-Long Matrix Completion via Adaptive Sampling
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #81
FPNN: Field Probing Neural Networks for 3D Data
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #82
Causal meets Submodular: Subset Selection with Directed Information
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #83
Improving Variational Autoencoders with Inverse Autoregressive Flow
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #84
Adaptive Smoothed Online Multi-Task Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #85
The Limits of Learning with Missing Data
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #86
Safe Exploration in Finite Markov Decision Processes with Gaussian Processes
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #87
Sparse Support Recovery with Non-smooth Loss Functions
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #88
Crowdsourced Clustering: Querying Edges vs Triangles
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #89
Dual Decomposed Learning with Factorwise Oracle for Structural SVM of Large Output Domain
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #90
Sampling for Bayesian Program Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #91
Multiple-Play Bandits in the Position-Based Model
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #92
Image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #93
Optimistic Bandit Convex Optimization
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #94
Computing and maximizing influence in linear threshold and triggering models
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #95
Clustering with Bregman Divergences: an Asymptotic Analysis
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #96
Community Detection on Evolving Graphs
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #97
Dueling Bandits: Beyond Condorcet Winners to General Tournament Solutions
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #98
Learning a Metric Embedding for Face Recognition using the Multibatch Method
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #99
Convergence guarantees for kernel-based quadrature rules in misspecified settings
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #100
Stochastic Variational Deep Kernel Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #101
Deep Submodular Functions: Definitions and Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #102
Scaled Least Squares Estimator for GLMs in Large-Scale Problems
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #103
High-Rank Matrix Completion and Clustering under Self-Expressive Models
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #104
Stochastic Three-Composite Convex Minimization
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #105
Tree-Structured Reinforcement Learning for Sequential Object Localization
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #106
The non-convex Burer-Monteiro approach works on smooth semidefinite programs
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #107
Neurons Equipped with Intrinsic Plasticity Learn Stimulus Intensity Statistics
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #108
Greedy Feature Construction
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #109
Dynamic Mode Decomposition with Reproducing Kernels for Koopman Spectral Analysis
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #110
Learning the Number of Neurons in Deep Networks
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #111
Strategic Attentive Writer for Learning Macro-Actions
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #112
Active Learning from Imperfect Labelers
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #113
Probabilistic Linear Multistep Methods
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #114
More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #115
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #116
Coin Betting and Parameter-Free Online Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #117
Normalized Spectral Map Synchronization
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #118
On Explore-Then-Commit strategies
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #119
Learning Kernels with Random Features
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #120
Robustness of classifiers: from adversarial to random noise
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #121
Adaptive Skills Adaptive Partitions (ASAP)
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #122
Gaussian Process Bandit Optimisation with Multi-fidelity Evaluations
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #123
Flexible Models for Microclustering with Application to Entity Resolution
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #124
Stochastic Gradient Richardson-Romberg Markov Chain Monte Carlo
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #125
Online and Differentially-Private Tensor Decomposition
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #126
Maximal Sparsity with Deep Networks?
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #127
Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #128
Geometric Dirichlet Means Algorithm for topic inference
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #129
Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #130
Multi-armed Bandits: Competing with Optimal Sequences
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #131
Catching heuristics are optimal control policies
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #132
Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #133
A Comprehensive Linear Speedup Analysis for Asynchronous Stochastic Parallel Optimization from Zeroth-Order to First-Order
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #134
Stochastic Gradient MCMC with Stale Gradients
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #135
Disentangling factors of variation in deep representation using adversarial training
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #136
Consistent Kernel Mean Estimation for Functions of Random Variables
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #137
DECOrrelated feature space partitioning for distributed sparse regression
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #138
Coupled Generative Adversarial Networks
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #139
Matching Networks for One Shot Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #140
Distributed Flexible Nonlinear Tensor Factorization
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #141
Tracking the Best Expert in Non-stationary Stochastic Environments
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #142
Deep Alternative Neural Network: Exploring Contexts as Early as Possible for Action Recognition
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #143
Learning Parametric Sparse Models for Image Super-Resolution
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #144
Kernel Observers: Systems-Theoretic Modeling and Inference of Spatiotemporally Evolving Processes
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #145
Learning brain regions via large-scale online structured sparse dictionary learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #146
Scaling Factorial Hidden Markov Models: Stochastic Variational Inference without Messages
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #147
A Bandit Framework for Strategic Regression
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #148
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #149
Stein Variational Gradient Descent: A General Purpose Bayesian Inference Algorithm
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #150
Deep Learning Models of the Retinal Response to Natural Scenes
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #151
Safe and Efficient Off-Policy Reinforcement Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #152
Yggdrasil: An Optimized System for Training Deep Decision Trees at Scale
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #153
Sample Complexity of Automated Mechanism Design
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #154
Deep Exploration via Bootstrapped DQN
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #155
Search Improves Label for Active Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #156
Efficient and Robust Spiking Neural Circuit for Navigation Inspired by Echolocating Bats
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #157
Theoretical Comparisons of Positive-Unlabeled Learning against Positive-Negative Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #158
Quantized Random Projections and Non-Linear Estimation of Cosine Similarity
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #159
CNNpack: Packing Convolutional Neural Networks in the Frequency Domain
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #160
Verification Based Solution for Structured MAB Problems
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #161
Neurally-Guided Procedural Models: Amortized Inference for Procedural Graphics Programs using Neural Networks
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #162
Edge-exchangeable graphs and sparsity
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #163
Learning and Forecasting Opinion Dynamics in Social Networks
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #164
Probing the Compositionality of Intuitive Functions
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #165
Learning shape correspondence with anisotropic convolutional neural networks
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #166
Improved Techniques for Training GANs
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #167
Automated scalable segmentation of neurons from multispectral images
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #168
Optimal Cluster Recovery in the Labeled Stochastic Block Model
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #169
Phased Exploration with Greedy Exploitation in Stochastic Combinatorial Partial Monitoring Games
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #170
Dual Space Gradient Descent for Online Learning
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #171
Data Programming: Creating Large Training Sets, Quickly
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #172
Near-Optimal Smoothing of Structured Conditional Probability Matrices
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Poster
Mon Dec 05 09:00 AM -- 12:30 PM (PST) @ Area 5+6+7+8 #173
An urn model for majority voting in classification ensembles
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