Papers
4,122 papers found
The huge Package for High-dimensional Undirected Graph Estimation in R
Tuo Zhao, Han Liu, Kathryn Roeder et al.
Towards Integrative Causal Analysis of Heterogeneous Data Sets and Studies
Ioannis Tsamardinos, Sofia Triantafillou, Vincenzo Lagani
Trading Regret for Efficiency: Online Convex Optimization with Long Term Constraints
Mehrdad Mahdavi, Rong Jin, Tianbao Yang
Transfer in Reinforcement Learning via Shared Features
George Konidaris, Ilya Scheidwasser, Andrew Barto
Variational Multinomial Logit Gaussian Process
Kian Ming A. Chai
A Bayesian Approach for Learning and Planning in Partially Observable Markov Decision Processes
Stéphane Ross, Joelle Pineau, Brahim Chaib-draa et al.
A Bayesian Approximation Method for Online Ranking
Ruby C. Weng, Chih-Jen Lin
A Cure for Variance Inflation in High Dimensional Kernel Principal Component Analysis
Trine Julie Abrahamsen, Lars Kai Hansen
Adaptive Exact Inference in Graphical Models
Özgür Sümer, Umut A. Acar, Alexander T. Ihler et al.
Adaptive Subgradient Methods for Online Learning and Stochastic Optimization
John Duchi, Elad Hazan, Yoram Singer
A Family of Simple Non-Parametric Kernel Learning Algorithms
Jinfeng Zhuang, Ivor W. Tsang, Steven C.H. Hoi
Anechoic Blind Source Separation Using Wigner Marginals
Lars Omlor, Martin A. Giese
Approximate Marginals in Latent Gaussian Models
Botond Cseke, Tom Heskes
A Refined Margin Analysis for Boosting Algorithms via Equilibrium Margin
Liwei Wang, Masashi Sugiyama, Zhaoxiang Jing et al.
-Armed Bandits
Sébastien Bubeck, Rémi Munos, Gilles Stoltz et al.
A Simpler Approach to Matrix Completion
Benjamin Recht
Bayesian Co-Training
Shipeng Yu, Balaji Krishnapuram, Rómer Rosales et al.
Bayesian Generalized Kernel Mixed Models
Zhihua Zhang, Guang Dai, Michael I. Jordan
Better Algorithms for Benign Bandits
Elad Hazan, Satyen Kale
CARP: Software for Fishing Out Good Clustering Algorithms
Volodymyr Melnykov, Ranjan Maitra
Clustering Algorithms for Chains
Antti Ukkonen
Computationally Efficient Convolved Multiple Output Gaussian Processes
Mauricio A. Álvarez, Neil D. Lawrence