Papers
8,340 papers found
Sparse projections onto the simplex
Anastasios Kyrillidis, Stephen Becker, Volkan Cevher et al.
Sparse Uncorrelated Linear Discriminant Analysis
Xiaowei Zhang, Delin Chu
Sparsity-Based Generalization Bounds for Predictive Sparse Coding
Nishant Mehta, Alexander Gray
Spectral Compressed Sensing via Structured Matrix Completion
Yuxin Chen, Yuejie Chi
Spectral Experts for Estimating Mixtures of Linear Regressions
Arun Tejasvi Chaganty, Percy Liang
Spectral Learning of Hidden Markov Models from Dynamic and Static Data
Tzu-Kuo Huang, Jeff Schneider
Squared-loss Mutual Information Regularization: A Novel Information-theoretic Approach to Semi-supervised Learning
Gang Niu, Wittawat Jitkrittum, Bo Dai et al.
Stability and Hypothesis Transfer Learning
Ilja Kuzborskij, Francesco Orabona
Stable Coactive Learning via Perturbation
Karthik Raman, Thorsten Joachims, Pannaga Shivaswamy et al.
Stochastic Alternating Direction Method of Multipliers
Hua Ouyang, Niao He, Long Tran et al.
Stochastic k-Neighborhood Selection for Supervised and Unsupervised Learning
Daniel Tarlow, Kevin Swersky, Laurent Charlin et al.
Stochastic Simultaneous Optimistic Optimization
Michal Valko, Alexandra Carpentier, Rémi Munos
Structure Discovery in Nonparametric Regression through Compositional Kernel Search
David Duvenaud, James Lloyd, Roger Grosse et al.
Subproblem-Tree Calibration: A Unified Approach to Max-Product Message Passing
Huayan Wang, Koller Daphne
Subtle Topic Models and Discovering Subtly Manifested Software Concerns Automatically
Mrinal Das, Suparna Bhattacharya, Chiranjib Bhattacharyya et al.
Taming the Curse of Dimensionality: Discrete Integration by Hashing and Optimization
Stefano Ermon, Carla Gomes, Ashish Sabharwal et al.
Temporal Difference Methods for the Variance of the Reward To Go
Aviv Tamar, Dotan Di Castro, Shie Mannor
Tensor Analyzers
Yichuan Tang, Ruslan Salakhutdinov, Geoffrey Hinton
That was fast! Speeding up NN search of high dimensional distributions.
Emanuele Coviello, Adeel Mumtaz, Antoni Chan et al.
The Bigraphical Lasso
Alfredo Kalaitzis, John Lafferty, Neil D. Lawrence et al.
The Cross-Entropy Method Optimizes for Quantiles
Sergiu Goschin, Ari Weinstein, Michael Littman
The Extended Parameter Filter
Yusuf Bugra Erol, Lei Li, Bharath Ramsundar et al.
The lasso, persistence, and cross-validation
Darren Homrighausen, Daniel McDonald