Papers
173,579 papers found
Stochastic Gradient Descent with Only One Projection
Mehrdad Mahdavi, Tianbao Yang, Rong Jin et al.
Stochastic optimization and sparse statistical recovery: Optimal algorithms for high dimensions
Alekh Agarwal, Sahand Negahban, Martin J. Wainwright
Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making
Pradeep Shenoy, Angela J. Yu
Structured Learning of Gaussian Graphical Models
Karthik Mohan, Mike Chung, Seungyeop Han et al.
Structured Output Learning with High Order Loss Functions
Daniel Tarlow, Richard Zemel
Structured Sparse Canonical Correlation Analysis
Xi Chen, Liu Han, Jaime Carbonell
Structured Sparsity and Generalization
Andreas Maurer, Massimiliano Pontil
Structured Sparsity via Alternating Direction Methods
Zhiwei Qin, Donald Goldfarb
Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses
Po-ling Loh, Martin J. Wainwright
Submodular-Bregman and the Lovász-Bregman Divergences with Applications
Rishabh Iyer, Jeff A. Bilmes
Subset Infinite Relational Models
Katsuhiko Ishiguro, Naonori Ueda, Hiroshi Sawada
Super-Bit Locality-Sensitive Hashing
Jianqiu Ji, Jianmin Li, Shuicheng Yan et al.
Supervised Dimension Reduction with Topic Models
Khoat Than, Tu Bao Ho, Duy Khuong Nguyen et al.
Supervised Learning with Similarity Functions
Purushottam Kar, Prateek Jain
SVDFeature: A Toolkit for Feature-based Collaborative Filtering
Tianqi Chen, Weinan Zhang, Qiuxia Lu et al.
Symbolic Dynamic Programming for Continuous State and Observation POMDPs
Zahra Zamani, Scott Sanner, Pascal Poupart et al.
Symmetric Correspondence Topic Models for Multilingual Text Analysis
Kosuke Fukumasu, Koji Eguchi, Eric P. Xing
Synchronization can Control Regularization in Neural Systems via Correlated Noise Processes
Jake Bouvrie, Jean-jeacques Slotine
Tendon-Driven Variable Impedance Control Using Reinforcement Learning
Eric Rombokas, Mark Malhotra, Evangelos Theodorou et al.
Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs
Michael Collins, Shay B. Cohen
Testing for Membership to the IFRA and the NBU Classes of Distributions
Radhendushka Srivastava, Ping Li, Debasis Sengupta
The adversarial stochastic shortest path problem with unknown transition probabilities
Gergely Neu, Andras Gyorgy, Csaba Szepesvari
The Banana Distribution is Gaussian: A Localization Study with Exponential Coordinates
Andrew Long, Kevin Wolfe, Michael Mashner et al.
The Best of Both Worlds: Stochastic and Adversarial Bandits
Sébastien Bubeck, Aleksandrs Slivkins