Papers
660 papers found
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
Gaussian Quadrature for Kernel Features
Tri Dao, Christopher M De Sa, Christopher Ré
Attentional Pooling for Action Recognition
Rohit Girdhar, Deva Ramanan
Sobolev Training for Neural Networks
Wojciech M. Czarnecki, Simon Osindero, Max Jaderberg et al.
Recursive Sampling for the Nystrom Method
Cameron Musco, Christopher Musco
K-Medoids For K-Means Seeding
James Newling, François Fleuret
Parametric Simplex Method for Sparse Learning
Haotian Pang, Han Liu, Robert J Vanderbei et al.
On gradient regularizers for MMD GANs
Michael Arbel, Danica J. Sutherland, Mikołaj Bińkowski et al.
Sanity Checks for Saliency Maps
Julius Adebayo, Justin Gilmer, Michael Muelly et al.
Legendre Decomposition for Tensors
Mahito Sugiyama, Hiroyuki Nakahara, Koji Tsuda
On Coresets for Logistic Regression
Alexander Munteanu, Chris Schwiegelshohn, Christian Sohler et al.
A Convex Duality Framework for GANs
Farzan Farnia, David Tse
Precision and Recall for Time Series
Nesime Tatbul, Tae Jun Lee, Stan Zdonik et al.
Mallows Models for Top-k Lists
Flavio Chierichetti, Anirban Dasgupta, Shahrzad Haddadan et al.
KONG: Kernels for ordered-neighborhood graphs
Moez Draief, Konstantin Kutzkov, Kevin Scaman et al.
Loss Functions for Multiset Prediction
Sean Welleck, Zixin Yao, Yu Gai et al.
Learning to Propagate for Graph Meta-Learning
LU LIU, Tianyi Zhou, Guodong Long et al.
Likelihood Ratios for Out-of-Distribution Detection
Jie Ren, Peter J. Liu, Emily Fertig et al.
Focused Quantization for Sparse CNNs
Yiren Zhao, Xitong Gao, Daniel Bates et al.
Variance Reduction for Matrix Games
Yair Carmon, Yujia Jin, Aaron Sidford et al.
Adversarial training for free!
Ali Shafahi, Mahyar Najibi, Mohammad Amin Ghiasi et al.
Coresets for Archetypal Analysis
Sebastian Mair, Ulf Brefeld
Policy Learning for Fairness in Ranking
Ashudeep Singh, Thorsten Joachims
On Testing for Biases in Peer Review
Ivan Stelmakh, Nihar Shah, Aarti Singh