Papers
Alternating minimization for dictionary learning with random initialization
Niladri Chatterji, Peter L Bartlett
A Meta-Learning Perspective on Cold-Start Recommendations for Items
Manasi Vartak, Arvind Thiagarajan, Conrado Miranda et al.
A Minimax Optimal Algorithm for Crowdsourcing
Thomas Bonald, Richard Combes
A multi-agent reinforcement learning model of common-pool resource appropriation
Julien Pérolat, Joel Z. Leibo, Vinicius Zambaldi et al.
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems
Yonatan Belinkov, James Glass
An Empirical Study on The Properties of Random Bases for Kernel Methods
Maximilian Alber, Pieter-Jan Kindermans, Kristof Schütt et al.
An Error Detection and Correction Framework for Connectomics
Jonathan Zung, Ignacio Tartavull, Kisuk Lee et al.
A New Alternating Direction Method for Linear Programming
Sinong Wang, Ness Shroff
A New Theory for Matrix Completion
Guangcan Liu, Qingshan Liu, Xiaotong Yuan
A-NICE-MC: Adversarial Training for MCMC
Jiaming Song, Shengjia Zhao, Stefano Ermon
An inner-loop free solution to inverse problems using deep neural networks
Kai Fan, Qi Wei, Lawrence Carin et al.
Approximate Supermodularity Bounds for Experimental Design
Luiz Chamon, Alejandro Ribeiro
Approximation Algorithms for $\ell_0$-Low Rank Approximation
Karl Bringmann, Pavel Kolev, David Woodruff
Approximation and Convergence Properties of Generative Adversarial Learning
Shuang Liu, Olivier Bousquet, Kamalika Chaudhuri
Approximation Bounds for Hierarchical Clustering: Average Linkage, Bisecting K-means, and Local Search
Benjamin Moseley, Joshua Wang
A Probabilistic Framework for Nonlinearities in Stochastic Neural Networks
Qinliang Su, xuejun Liao, Lawrence Carin
A Regularized Framework for Sparse and Structured Neural Attention
Vlad Niculae, Mathieu Blondel
A Screening Rule for l1-Regularized Ising Model Estimation
Zhaobin Kuang, Sinong Geng, David Page
A Sharp Error Analysis for the Fused Lasso, with Application to Approximate Changepoint Screening
Kevin Lin, James L Sharpnack, Alessandro Rinaldo et al.
A simple model of recognition and recall memory
Nisheeth Srivastava, Edward Vul
A simple neural network module for relational reasoning
Adam Santoro, David Raposo, David G Barrett et al.