Papers
2,121 papers found
Contrastive Learning Using Spectral Methods
James Y Zou, Daniel J. Hsu, David C. Parkes et al.
Compressive Feature Learning
Hristo S Paskov, Robert West, John C Mitchell et al.
Understanding Dropout
Pierre Baldi, Peter J Sadowski
Multiscale Dictionary Learning for Estimating Conditional Distributions
Francesca Petralia, Joshua T Vogelstein, David B Dunson
Convex Two-Layer Modeling
Özlem Aslan, Hao Cheng, Xinhua Zhang et al.
Context-sensitive active sensing in humans
Sheeraz Ahmad, He Huang, Angela J. Yu
Sparse PCA via Covariance Thresholding
Yash Deshpande, Andrea Montanari
Controlling privacy in recommender systems
Yu Xin, Tommi Jaakkola
Do Convnets Learn Correspondence?
Jonathan L Long, Ning Zhang, Trevor Darrell
Accelerated Mini-batch Randomized Block Coordinate Descent Method
Tuo Zhao, Mo Yu, Yiming Wang et al.
Sparse Linear Programming via Primal and Dual Augmented Coordinate Descent
Ian En-Hsu Yen, Kai Zhong, Cho-Jui Hsieh et al.
Combinatorial Cascading Bandits
Branislav Kveton, Zheng Wen, Azin Ashkan et al.
A Theory of Decision Making Under Dynamic Context
Michael Shvartsman, Vaibhav Srivastava, Jonathan D. Cohen
Compressive spectral embedding: sidestepping the SVD
Dinesh Ramasamy, Upamanyu Madhow
Copeland Dueling Bandits
Masrour Zoghi, Zohar S Karnin, Shimon Whiteson et al.
Teaching Machines to Read and Comprehend
Karl Moritz Hermann, Tomas Kocisky, Edward Grefenstette et al.
Bounding the Cost of Search-Based Lifted Inference
David B Smith, Vibhav G Gogate
Preconditioned Spectral Descent for Deep Learning
David E Carlson, Edo Collins, Ya-Ping Hsieh et al.
Accelerated Mirror Descent in Continuous and Discrete Time
Walid Krichene, Alexandre Bayen, Peter L Bartlett
Conditional Generative Moment-Matching Networks
Yong Ren, Jun Zhu, Jialian Li et al.
Adaptive Averaging in Accelerated Descent Dynamics
Walid Krichene, Alexandre Bayen, Peter L Bartlett
Cyclades: Conflict-free Asynchronous Machine Learning
Xinghao Pan, Maximilian Lam, Stephen Tu et al.
An Online Sequence-to-Sequence Model Using Partial Conditioning
Navdeep Jaitly, Quoc V Le, Oriol Vinyals et al.
Dual Space Gradient Descent for Online Learning
Trung Le, Tu Nguyen, Vu Nguyen et al.
Asynchronous Parallel Greedy Coordinate Descent
Yang You, Xiangru Lian, Ji Liu et al.