Papers
Efficient Planning in Large MDPs with Weak Linear Function Approximation
Roshan Shariff, Csaba Szepesvari
Modeling Shared responses in Neuroimaging Studies through MultiView ICA
Hugo Richard, Luigi Gresele, Aapo Hyvarinen et al.
Fair regression via plug-in estimator and recalibration with statistical guarantees
Evgenii Chzhen, Christophe Denis, Mohamed Hebiri et al.
The Generalized Lasso with Nonlinear Observations and Generative Priors
Zhaoqiang Liu, Jonathan Scarlett
HRN: A Holistic Approach to One Class Learning
Wenpeng Hu, Mengyu Wang, Qi Qin et al.
MMA Regularization: Decorrelating Weights of Neural Networks by Maximizing the Minimal Angles
Zhennan Wang, Canqun Xiang, Wenbin Zou et al.
Improving Auto-Augment via Augmentation-Wise Weight Sharing
Keyu Tian, Chen Lin, Ming Sun et al.
Handling Missing Data with Graph Representation Learning
Jiaxuan You, Xiaobai Ma, Yi Ding et al.
Avoiding Side Effects By Considering Future Tasks
Victoria Krakovna, Laurent Orseau, Richard Ngo et al.
Acceleration with a Ball Optimization Oracle
Yair Carmon, Arun Jambulapati, Qijia Jiang et al.
Fast Unbalanced Optimal Transport on a Tree
Ryoma Sato, Makoto Yamada, Hisashi Kashima
Provable Overlapping Community Detection in Weighted Graphs
Jimit Majmudar, Stephen Vavasis
Time-Reversal Symmetric ODE Network
In Huh, Eunho Yang, Sung Ju Hwang et al.
The Origins and Prevalence of Texture Bias in Convolutional Neural Networks
Katherine Hermann, Ting Chen, Simon Kornblith
Hedging in games: Faster convergence of external and swap regrets
Xi Chen, Binghui Peng
ColdGANs: Taming Language GANs with Cautious Sampling Strategies
Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier et al.
Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation
Aaron Sonabend, Junwei Lu, Leo Anthony Celi et al.
Experimental design for MRI by greedy policy search
Tim Bakker, Herke van Hoof, Max Welling
Almost Surely Stable Deep Dynamics
Nathan Lawrence, Philip Loewen, Michael Forbes et al.
Content Provider Dynamics and Coordination in Recommendation Ecosystems
Omer Ben-Porat, Itay Rosenberg, Moshe Tennenholtz
Tensor Completion Made Practical
Allen Liu, Ankur Moitra
Fast Convergence of Langevin Dynamics on Manifold: Geodesics meet Log-Sobolev
Xiao Wang, Qi Lei, Ioannis Panageas
R-learning in actor-critic model offers a biologically relevant mechanism for sequential decision-making
Sergey Shuvaev, Sarah Starosta, Duda Kvitsiani et al.