Papers
Affine-Invariant Online Optimization and the Low-rank Experts Problem
Tomer Koren, Roi Livni
Spectral Mixture Kernels for Multi-Output Gaussian Processes
Gabriel Parra, Felipe Tobar
A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning
Marc Lanctot, Vinicius Zambaldi, Audrunas Gruslys et al.
The power of absolute discounting: all-dimensional distribution estimation
Moein Falahatgar, Mesrob I Ohannessian, Alon Orlitsky et al.
Inverse Reward Design
Dylan Hadfield-Menell, Smitha Milli, Pieter Abbeel et al.
The Expressive Power of Neural Networks: A View from the Width
Zhou Lu, Hongming Pu, Feicheng Wang et al.
Dilated Recurrent Neural Networks
Shiyu Chang, Yang Zhang, Wei Han et al.
Statistical Cost Sharing
Eric Balkanski, Umar Syed, Sergei Vassilvitskii
Min-Max Propagation
Christopher Srinivasa, Inmar Givoni, Siamak Ravanbakhsh et al.
Reducing Reparameterization Gradient Variance
Andrew Miller, Nicholas Foti, Alexander D'Amour et al.
Sparse Embedded k-Means Clustering
Weiwei Liu, Xiaobo Shen, Ivor Tsang
Alternating minimization for dictionary learning with random initialization
Niladri Chatterji, Peter L Bartlett
Bayesian GAN
Yunus Saatci, Andrew G Wilson
GibbsNet: Iterative Adversarial Inference for Deep Graphical Models
Alex M Lamb, Devon Hjelm, Yaroslav Ganin et al.
SchNet: A continuous-filter convolutional neural network for modeling quantum interactions
Kristof Schütt, Pieter-Jan Kindermans, Huziel Enoc Sauceda Felix et al.
Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance Samples
Haw-Shiuan Chang, Erik Learned-Miller, Andrew McCallum
f-GANs in an Information Geometric Nutshell
Richard Nock, Zac Cranko, Aditya K Menon et al.
Maximizing Subset Accuracy with Recurrent Neural Networks in Multi-label Classification
Jinseok Nam, Eneldo Loza Mencía, Hyunwoo J Kim et al.
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks
Federico Monti, Michael Bronstein, Xavier Bresson
Affinity Clustering: Hierarchical Clustering at Scale
Mohammadhossein Bateni, Soheil Behnezhad, Mahsa Derakhshan et al.
Countering Feedback Delays in Multi-Agent Learning
Zhengyuan Zhou, Panayotis Mertikopoulos, Nicholas Bambos et al.
Unsupervised Learning of Disentangled Representations from Video
Emily L Denton, vighnesh Birodkar
Style Transfer from Non-Parallel Text by Cross-Alignment
Tianxiao Shen, Tao Lei, Regina Barzilay et al.
A Regularized Framework for Sparse and Structured Neural Attention
Vlad Niculae, Mathieu Blondel
InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations
Yunzhu Li, Jiaming Song, Stefano Ermon