Papers
Basis refinement strategies for linear value function approximation in MDPs
Gheorghe Comanici, Doina Precup, Prakash Panangaden
Optimization Monte Carlo: Efficient and Embarrassingly Parallel Likelihood-Free Inference
Ted Meeds, Max Welling
Is Approval Voting Optimal Given Approval Votes?
Ariel D Procaccia, Nisarg Shah
Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images
Manuel Watter, Jost Springenberg, Joschka Boedecker et al.
Secure Multi-party Differential Privacy
Peter Kairouz, Sewoong Oh, Pramod Viswanath
Expectation Particle Belief Propagation
Thibaut Lienart, Yee Whye Teh, Arnaud Doucet
Convolutional Neural Networks with Intra-Layer Recurrent Connections for Scene Labeling
Ming Liang, Xiaolin Hu, Bo Zhang
Max-Margin Deep Generative Models
Chongxuan Li, Jun Zhu, Tianlin Shi et al.
Rethinking LDA: Moment Matching for Discrete ICA
Anastasia Podosinnikova, Francis Bach, Simon Lacoste-Julien
Segregated Graphs and Marginals of Chain Graph Models
Ilya Shpitser
A Complete Recipe for Stochastic Gradient MCMC
Yi-An Ma, Tianqi Chen, Emily B. Fox
Supervised Learning for Dynamical System Learning
Ahmed Hefny, Carlton Downey, Geoffrey J. Gordon
Neural Adaptive Sequential Monte Carlo
Shixiang (Shane) Gu, Zoubin Ghahramani, Richard E Turner
High-dimensional neural spike train analysis with generalized count linear dynamical systems
Yuanjun Gao, Lars Busing, Krishna V. Shenoy et al.
Taming the Wild: A Unified Analysis of Hogwild-Style Algorithms
Christopher M De Sa, Ce Zhang, Kunle Olukotun et al.
Copeland Dueling Bandits
Masrour Zoghi, Zohar S Karnin, Shimon Whiteson et al.
Color Constancy by Learning to Predict Chromaticity from Luminance
Ayan Chakrabarti
Community Detection via Measure Space Embedding
Mark Kozdoba, Shie Mannor
Improved Iteration Complexity Bounds of Cyclic Block Coordinate Descent for Convex Problems
Ruoyu Sun, Mingyi Hong
Learning Stationary Time Series using Gaussian Processes with Nonparametric Kernels
Felipe Tobar, Thang D Bui, Richard E Turner
Subsampled Power Iteration: a Unified Algorithm for Block Models and Planted CSP's
Vitaly Feldman, Will Perkins, Santosh Vempala
Deep Temporal Sigmoid Belief Networks for Sequence Modeling
Zhe Gan, Chunyuan Li, Ricardo Henao et al.