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Tuesday
, December 8
10:10 EST
b-bit Marginal Regression
Room 210 A
LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements
Room 210 A
Minimum Weight Perfect Matching via Blossom Belief Propagation
Room 210 A
Optimal Rates for Random Fourier Features
Room 210 A
Submodular Hamming Metrics
Room 210 A
Super-Resolution Off the Grid
Room 210 A
Top-k Multiclass SVM
Room 210 A
11:35 EST
Asynchronous Parallel Stochastic Gradient for Nonconvex Optimization
Room 210 A
Distributed Submodular Cover: Succinctly Summarizing Massive Data
Room 210 A
Distributionally Robust Logistic Regression
Room 210 A
Extending Gossip Algorithms to Distributed Estimation of U-statistics
Room 210 A
Frank-Wolfe Bayesian Quadrature: Probabilistic Integration with Theoretical Guarantees
Room 210 A
Newton-Stein Method: A Second Order Method for GLMs via Stein's Lemma
Room 210 A
On some provably correct cases of variational inference for topic models
Room 210 A
The Self-Normalized Estimator for Counterfactual Learning
Room 210 A
15:30 EST
Automatic Variational Inference in Stan
Room 210 A
Data Generation as Sequential Decision Making
Room 210 A
Deep learning with Elastic Averaging SGD
Room 210 A
Latent Bayesian melding for integrating individual and population models
Room 210 A
Linear Response Methods for Accurate Covariance Estimates from Mean Field Variational Bayes
Room 210 A
Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width
Room 210 A
Stochastic Expectation Propagation
Room 210 A
17:30 EST
Biologically Inspired Dynamic Textures for Probing Motion Perception
Room 210 A
Closed-form Estimators for High-dimensional Generalized Linear Models
Room 210 A
High-dimensional neural spike train analysis with generalized count linear dynamical systems
Room 210 A
Large-Scale Bayesian Multi-Label Learning via Topic-Based Label Embeddings
Room 210 A
Learning Stationary Time Series using Gaussian Processes with Nonparametric Kernels
Room 210 A
Measuring Sample Quality with Stein's Method
Room 210 A
On the Pseudo-Dimension of Nearly Optimal Auctions
Room 210 A
The Human Kernel
Room 210 A
Wednesday
, December 9
10:10 EST
Accelerated Mirror Descent in Continuous and Discrete Time
Room 210 A
Adaptive Online Learning
Room 210 A
Bandit Smooth Convex Optimization: Improving the Bias-Variance Tradeoff
Room 210 A
Empirical Localization of Homogeneous Divergences on Discrete Sample Spaces
Room 210 A
Information-theoretic lower bounds for convex optimization with erroneous oracles
Room 210 A
Market Scoring Rules Act As Opinion Pools For Risk-Averse Agents
Room 210 A
Multi-Layer Feature Reduction for Tree Structured Group Lasso via Hierarchical Projection
Room 210 A
Optimal Testing for Properties of Distributions
Room 210 A
11:35 EST
Attention-Based Models for Speech Recognition
Room 210 A
Deep Convolutional Inverse Graphics Network
Room 210 A
Learning to Segment Object Candidates
Room 210 A
Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding
Room 210 A
Spatial Transformer Networks
Room 210 A
The Return of the Gating Network: Combining Generative Models and Discriminative Training in Natural Image Priors
Room 210 A
Training Very Deep Networks
Room 210 A
Where are they looking?
Room 210 A
15:30 EST
A Tractable Approximation to Optimal Point Process Filtering: Application to Neural Encoding
Room 210 A
Action-Conditional Video Prediction using Deep Networks in Atari Games
Room 210 A
Backpropagation for Energy-Efficient Neuromorphic Computing
Room 210 A
Color Constancy by Learning to Predict Chromaticity from Luminance
Room 210 A
Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation
Room 210 A
Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets
Room 210 A
Learning Wake-Sleep Recurrent Attention Models
Room 210 A
On-the-Job Learning with Bayesian Decision Theory
Room 210 A
17:40 EST
Equilibrated adaptive learning rates for non-convex optimization
Room 210 A
NEXT: A System for Real-World Development, Evaluation, and Application of Active Learning
Room 210 A
Pointer Networks
Room 210 A
Precision-Recall-Gain Curves: PR Analysis Done Right
Room 210 A
Structured Transforms for Small-Footprint Deep Learning
Room 210 A
Thursday
, December 10
10:10 EST
Collaborative Filtering with Graph Information: Consistency and Scalable Methods
Room 210 A
Efficient and Parsimonious Agnostic Active Learning
Room 210 A
Fast and Guaranteed Tensor Decomposition via Sketching
Room 210 A
Learning with Symmetric Label Noise: The Importance of Being Unhinged
Room 210 A
Logarithmic Time Online Multiclass prediction
Room 210 A
Matrix Completion with Noisy Side Information
Room 210 A
Scalable Semi-Supervised Aggregation of Classifiers
Room 210 A
Spherical Random Features for Polynomial Kernels
Room 210 A
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NIPS 2015
Dec 7
-
12, 2015
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, December 11
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, December 12
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210
210 A
210 a,b Level 2
210 C
210 C #1
210 C #10
210 C #100
210 C #101
210 C #102
210 C #11
210 C #12
210 C #13
210 C #14
210 C #15
210 C #16
210 C #17
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210 C #2
210 C #20
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210 C #25
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210 C #28
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210 C #3
210 C #30
210 C #31
210 C #32
210 C #33
210 C #34
210 C #35
210 C #36
210 C #37
210 C #38
210 C #39
210 C #4
210 C #40
210 C #41
210 C #42
210 C #43
210 C #44
210 C #45
210 C #46
210 C #47
210 C #48
210 C #49
210 C #5
210 C #50
210 C #51
210 C #52
210 C #53
210 C #54
210 C #55
210 C #56
210 C #57
210 C #58
210 C #59
210 C #6
210 C #60
210 C #61
210 C #62
210 C #63
210 C #64
210 C #65
210 C #66
210 C #67
210 C #68
210 C #69
210 C #7
210 C #70
210 C #71
210 C #72
210 C #73
210 C #74
210 C #75
210 C #76
210 C #77
210 C #78
210 C #79
210 C #8
210 C #80
210 C #81
210 C #82
210 C #83
210 C #84
210 C #85
210 C #86
210 C #87
210 C #88
210 C #89
210 C #9
210 C #90
210 C #91
210 C #92
210 C #93
210 C #94
210 C #95
210 C #96
210 C #97
210 C #98
210 C #99
210 e, f Level 2
210D
220 A
220A
510 ac
510 db
511 a
511 b
511 c
511 d
511 e
511 f
512 a
512 bf
512 cg
512 dh
512 e
513 ab
513 cd
513 ef
514 a
514 bc
515 bc
Foyer - 5th floor
Level 2 room 210 AB
Level 2 room 210 E,F
Level 5 Room 510 BD
Room 210 A
Room 210 AB
Room 515 a
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Monday
, December 7
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, December 8
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, December 9
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, December 10
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, December 11
Saturday
, December 12
Venue
210
210 A
210 a,b Level 2
210 C
210 C #1
210 C #10
210 C #100
210 C #101
210 C #102
210 C #11
210 C #12
210 C #13
210 C #14
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210 C #37
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210 C #39
210 C #4
210 C #40
210 C #41
210 C #42
210 C #43
210 C #44
210 C #45
210 C #46
210 C #47
210 C #48
210 C #49
210 C #5
210 C #50
210 C #51
210 C #52
210 C #53
210 C #54
210 C #55
210 C #56
210 C #57
210 C #58
210 C #59
210 C #6
210 C #60
210 C #61
210 C #62
210 C #63
210 C #64
210 C #65
210 C #66
210 C #67
210 C #68
210 C #69
210 C #7
210 C #70
210 C #71
210 C #72
210 C #73
210 C #74
210 C #75
210 C #76
210 C #77
210 C #78
210 C #79
210 C #8
210 C #80
210 C #81
210 C #82
210 C #83
210 C #84
210 C #85
210 C #86
210 C #87
210 C #88
210 C #89
210 C #9
210 C #90
210 C #91
210 C #92
210 C #93
210 C #94
210 C #95
210 C #96
210 C #97
210 C #98
210 C #99
210 e, f Level 2
210D
220 A
220A
510 ac
510 db
511 a
511 b
511 c
511 d
511 e
511 f
512 a
512 bf
512 cg
512 dh
512 e
513 ab
513 cd
513 ef
514 a
514 bc
515 bc
Foyer - 5th floor
Level 2 room 210 AB
Level 2 room 210 E,F
Level 5 Room 510 BD
Room 210 A
Room 210 AB
Room 515 a
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