Papers
M-Statistic for Kernel Change-Point Detection
Shuang Li, Yao Xie, Hanjun Dai et al.
Orthogonal NMF through Subspace Exploration
Megasthenis Asteris, Dimitris Papailiopoulos, Alexandros G Dimakis
Path-SGD: Path-Normalized Optimization in Deep Neural Networks
Behnam Neyshabur, Ruslan Salakhutdinov, Nati Srebro
Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks
Samy Bengio, Oriol Vinyals, Navdeep Jaitly et al.
Variational Consensus Monte Carlo
Maxim Rabinovich, Elaine Angelino, Michael I Jordan
Exactness of Approximate MAP Inference in Continuous MRFs
Nicholas Ruozzi
Attractor Network Dynamics Enable Preplay and Rapid Path Planning in Maze–like Environments
Dane S Corneil, Wulfram Gerstner
Copula variational inference
Dustin Tran, David Blei, Edoardo M. Airoldi
Logarithmic Time Online Multiclass prediction
Anna E Choromanska, John Langford
Structured Estimation with Atomic Norms: General Bounds and Applications
Sheng Chen, Arindam Banerjee
Rate-Agnostic (Causal) Structure Learning
Sergey Plis, David Danks, Cynthia Freeman et al.
Deep Visual Analogy-Making
Scott E Reed, Yi Zhang, Yuting Zhang et al.
Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning
Shakir Mohamed, Danilo Jimenez Rezende
Adversarial Prediction Games for Multivariate Losses
Hong Wang, Wei Xing, Kaiser Asif et al.
A Universal Primal-Dual Convex Optimization Framework
Alp Yurtsever, Quoc Tran Dinh, Volkan Cevher
Adaptive Stochastic Optimization: From Sets to Paths
Zhan Wei Lim, David Hsu, Wee Sun Lee
Rectified Factor Networks
Djork-Arné Clevert, Andreas Mayr, Thomas Unterthiner et al.
Gradient Estimation Using Stochastic Computation Graphs
John Schulman, Nicolas Heess, Theophane Weber et al.
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications
Kai Wei, Rishabh K Iyer, Shengjie Wang et al.
Bounding the Cost of Search-Based Lifted Inference
David B Smith, Vibhav G Gogate
Human Memory Search as Initial-Visit Emitting Random Walk
Kwang-Sung Jun, Xiaojin Zhu, Timothy T. Rogers et al.
Minimum Weight Perfect Matching via Blossom Belief Propagation
Sung-Soo Ahn, Sejun Park, Michael Chertkov et al.
Matrix Manifold Optimization for Gaussian Mixtures
Reshad Hosseini, Suvrit Sra