Workshops
42 Videos · Jul 28, 2009
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Videos
Workshop on Learning Feature Hierarchies
Deep Learning via Semi-Supervised Embedding
Aug 26, 2009
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8579 views
Unsupervised Discovery of Structure, Succinct Representations and Sparsity
Aug 26, 2009
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9659 views
Learning to Herd and Herding to Learn
Sep 28, 2009
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681 views
Tutorial on Learning Deep Architectures
Aug 26, 2009
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41369 views
Convex Sparse Methods for Feature Hierarchies
Aug 26, 2009
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4477 views
Spotlight and Poster Session
Feb 18, 2024
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0 views
A Factor Model for Learning Higher Order Features in Natural Images
Aug 26, 2009
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3965 views
Unsupervised Structure Learning: Hierarchical Recursive Composition, Suspicious ...
Aug 26, 2009
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4504 views
Workshop on On-line Learning with Limited Feedback
Strategies for Prediction under Imperfect Monitoring
Aug 26, 2009
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3100 views
Multi-Armed Bandits with Betting
Aug 26, 2009
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3919 views
Trading Regret Rate for Computational Efficiency in Online Learning with Limited...
Aug 26, 2009
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3138 views
Strategic Considerations in Bandit Settings - The Price of Truthfulness in Onlin...
Aug 26, 2009
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3557 views
Piecewise-Stationary Bandit Problems with Side Information
Aug 26, 2009
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3160 views
One-Pass Approximate k-Means Optimization
Aug 26, 2009
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4737 views
Forced-Exploration Based Algortihms for Playing in Stochastic Linear Bandits
Aug 26, 2009
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3721 views
The Offset Tree for Learning with Partial Labels
Aug 26, 2009
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3205 views
Bandit Algorithms for Online Linear Optimization
Aug 26, 2009
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5691 views
Monte-Carlo Sampling for Regret Minimization in Extensive Games
Aug 26, 2009
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9277 views
Workshop on Numerical Mathematics in Machine Learning
Matrix Computations in Machine Learning
Aug 26, 2009
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6617 views
Introduction and General Problem Statement
Aug 26, 2009
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4275 views
The Parallel Machine Learning (PML) Framework and Numerical Aspects of the Trans...
Aug 26, 2009
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3039 views
GADGET SVM: a Gossip-bAseD sub-GradiEnT SVM solver
Aug 26, 2009
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3634 views
Final Discussion
Aug 26, 2009
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2836 views
Variance Approximation in Large-Scale Gaussian Markov Random Fields
Aug 26, 2009
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4385 views
Gaussian Processes and Fast Matrix-Vector Multiplies
Aug 26, 2009
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6356 views
Condition Number Analysis of Kernel-Based Density Ratio Estimation
Aug 26, 2009
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3027 views
Using Interior Point Methods for Optimization in Training Very Large Scale Suppo...
Aug 26, 2009
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8051 views
Statistical Leverage and Improved Matrix Algorithms
Aug 26, 2009
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5658 views
Workshop on Abstraction in Reinforcement Learning
Poster Spotlights: Automated Discovery of Options in Factored Reinforcement Lear...
Aug 26, 2009
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3425 views
Basis Function Construction for Hierarchical Reinforcement Learning
Aug 26, 2009
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3515 views
An Empirical Comparison of Abstraction in Models of Markov Decision Processes
Aug 26, 2009
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4136 views
Poster Spotlights: Hierarchical Skill Learning for High-Level Planning
Aug 26, 2009
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3377 views
Manifold Embeddings for Model-Based Reinforcement Learning of Neurostimulation P...
Aug 26, 2009
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4156 views
Poster Spotlights: Situation Dependent Spatial Abstraction in Reinforcement Lear...
Aug 26, 2009
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3347 views
Dyna(k): A Multi-Step Dyna Planning
Aug 26, 2009
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3411 views
High-Level Actions
Aug 26, 2009
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3217 views
Multidisciplinary Symposium on Reinforcement Learning
Fifty Years of RL in Games
Aug 26, 2009
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6194 views
Welcome to the Multidisciplinary Symposium on Reinforcement Learning
Aug 26, 2009
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10165 views
Birdsong Learning
Aug 26, 2009
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4133 views
Deconstructing Reinforcement Learning
Aug 26, 2009
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13079 views
Third Annual Reinforcement Learning Competition
Aug 26, 2009
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4162 views
Reinforcement Learning, Apprenticeship Learning and Robotic Control
Aug 26, 2009
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9661 views