Workshops

Workshop on Learning Feature Hierarchies
[syn]  273 views, 01:01:51 Tutorial on Learning Deep Architectures Yann LeCun, Yoshua Bengio	57 views, 00:37:54 Unsupervised Structure Learning: Hierarchical Recursive Composition, Suspicious Coincidence and Competitive Exclusion Alan L. Yuille	[syn]  57 views, 00:22:37 Deep Learning via Semi-Supervised Embedding Jason Weston	[syn]  75 views, 00:33:21 Convex Sparse Methods for Feature Hierarchies Francis R. Bach
127 views, 00:31:50 Unsupervised Discovery of Structure, Succinct Representations and Sparsity Andrew Y. Ng	[syn]  43 views, 00:34:01 A Factor Model for Learning Higher Order Features in Natural Images Yan Karklin	35 views, 00:31:24 Learning to Herd and Herding to Learn
Workshop on On-line Learning with Limited Feedback
Invited Talk [syn]  30 views, 00:49:36 Strategies for Prediction under Imperfect Monitoring Gabor Lugosi	Invited Talk [syn]  15 views, 00:34:17 Trading Regret Rate for Computational Efficiency in Online Learning with Limited Feedback Shai Shalev-Shwartz	Invited talk [syn]  20 views, 00:46:55 Strategic Considerations in Bandit Settings - The Price of Truthfulness in Online Ad Auctions Sham M. Kakade	Invited talk [syn]  59 views, 00:45:25 Bandit Algorithms for Online Linear Optimization Nicolò Cesa-Bianchi
[syn]  5 views, 00:24:44 Piecewise-Stationary Bandit Problems with Side Information Jia Yuan Yu	23 views, 00:20:34 Multi-Armed Bandits with Betting Alexandru Niculescu Mizil	[syn]  19 views, 00:16:45 Forced-Exploration Based Algortihms for Playing in Stochastic Linear Bandits Yasin Abbasi-Yadkori 1 comment	[syn]  8 views, 00:29:29 The Offset Tree for Learning with Partial Labels John Langford
[syn]  49 views, 00:28:04 One-Pass Approximate k-Means Optimization Claire Monteleoni	[syn]  85 views, 00:33:20 Monte-Carlo Sampling for Regret Minimization in Extensive Games Marc Lanctot
Workshop on Numerical Mathematics in Machine Learning
[syn]  32 views, 00:14:11 Introduction and General Problem Statement Matthias W. Seeger	Invited Talk [syn]  54 views, 00:43:02 Variance Approximation in Large-Scale Gaussian Markov Random Fields Dmitry Malioutov	Invited talk [syn]  27 views, 01:01:01 Statistical Leverage and Improved Matrix Algorithms Michael Mahoney	Invited Talk 58 views, 01:03:20 Matrix Computations in Machine Learning Inderjit S. Dhillon
Invited Talk [syn]  74 views, 01:07:45 Using Interior Point Methods for Optimization in Training Very Large Scale Support Vector Machines Jacek Gondzio	[syn]  30 views, 00:24:37 Gaussian Processes and Fast Matrix-Vector Multiplies Iain Murray	18 views, 00:16:35 The Parallel Machine Learning (PML) Framework and Numerical Aspects of the Transform Regression Algorithm Ramesh Natrajan	[syn]  57 views, 00:16:16 GADGET SVM: a Gossip-bAseD sub-GradiEnT SVM solver Chase Hensel
[syn]  22 views, 00:15:24 Condition Number Analysis of Kernel-Based Density Ratio Estimation Takafumi Kanamori	[syn]  9 views, 00:09:20 Final Discussion Matthias W. Seeger
Workshop on Abstraction in Reinforcement Learning
Invited Talk [syn]  27 views, 01:14:04 High-Level Actions Stuart Russell	[syn]  15 views, 00:13:58 Dyna(k): A Multi-Step Dyna Planning Hengshuai Yao	[syn]  56 views, 00:14:09 Manifold Embeddings for Model-Based Reinforcement Learning of Neurostimulation Policies Keith Bush	[syn]  28 views, 00:12:18 An Empirical Comparison of Abstraction in Models of Markov Decision Processes Todd Hester
29 views, 00:11:23 Basis Function Construction for Hierarchical Reinforcement Learning Sarah Osentoski	[syn]  13 views, 00:03:08 Poster Spotlights: Situation Dependent Spatial Abstraction in Reinforcement Learning Based on Structural Knowledge Lutz Frommberger	[syn]  14 views, 00:00:58 Poster Spotlights: Automated Discovery of Options in Factored Reinforcement Learning Olga Kozlova	[syn]  9 views, 00:02:26 Poster Spotlights: Hierarchical Skill Learning for High-Level Planning James MacGlashan
Multidisciplinary Symposium on Reinforcement Learning
19 views, 00:02:14 Welcome Statment Doina Precup	Invited Talk [syn]  124 views, 00:56:20 Deconstructing Reinforcement Learning Richard S. Sutton	Invited Talk [syn]  38 views, 00:59:33 Birdsong Learning Terrence J. Sejnowski	Invited Talk 37 views, 01:00:56 Fifty Years of RL in Games Gerald Tesauro
Invited talk 133 views, 01:05:48 Reinforcement Learning, Apprenticeship Learning and Robotic Control Andrew Y. Ng	40 views, 00:10:40 Third Annual Reinforcement Learning Competition David Wingate