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An Efficient Algorithm for Learning with Semi-bandit Feedback

Algorithmic Learning Theory, Vol.8139, p.234-248

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Algorithmic Connections between Active Learning and Stochastic Convex Optimization

Algorithmic Learning Theory, Vol.8139, p.339-353

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Robust Risk-Averse Stochastic Multi-armed Bandits

Algorithmic Learning Theory, Vol.8139, p.218-233

Maillard, Odalric-Ambrym

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Universal Knowledge-Seeking Agents for Stochastic Environments

Algorithmic Learning Theory, 2013, Vol.8139, p.158-172

2013

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Thermal plasma synthesis of ultrafine iron particles

Journal of aerosol science, 1993-05, Vol.24 (3), p.367-382

1993

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Combinatorial Online Prediction via Metarounding

Algorithmic Learning Theory, Vol.8139, p.68-82

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Efficient Algorithms for Combinatorial Online Prediction

Algorithmic Learning Theory, p.22-32

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Bayesian Methods for Low-Rank Matrix Estimation: Short Survey and Theoretical Study

Algorithmic Learning Theory, Vol.8139, p.309-323

Alquier, Pierre

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Online PCA with Optimal Regrets

Algorithmic Learning Theory, Vol.8139, p.98-112

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Fast Spectral Clustering via the Nyström Method

Algorithmic Learning Theory, Vol.8139, p.367-381

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Generalization and Robustness of Batched Weighted Average Algorithm with V-Geometrically Ergodic Markov Data

Algorithmic Learning Theory, Vol.8139, p.264-278

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PAC Learning of Some Subclasses of Context-Free Grammars with Basic Distributional Properties from Positive Data

Algorithmic Learning Theory, Vol.8139, p.143-157

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Learning a Bounded-Degree Tree Using Separator Queries

Algorithmic Learning Theory, Vol.8139, p.188-202

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Concentration and Confidence for Discrete Bayesian Sequence Predictors

Algorithmic Learning Theory, Vol.8139, p.324-338

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Nonparametric Multiple Change Point Estimation in Highly Dependent Time Series

Algorithmic Learning Theory, Vol.8139, p.382-396

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Topological Separations in Inductive Inference

Algorithmic Learning Theory, Vol.8139, p.128-142

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Universal Algorithm for Trading in Stock Market Based on the Method of Calibration

Algorithmic Learning Theory, Vol.8139, p.53-67

V’yugin, Vladimir

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Exact Learning from Membership Queries: Some Techniques, Results and New Directions

Algorithmic Learning Theory, p.33-52

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Differentially-Private Learning of Low Dimensional Manifolds

Algorithmic Learning Theory, Vol.8139, p.249-263

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Unsupervised Model-Free Representation Learning

Algorithmic Learning Theory, Vol.8139, p.354-366

Ryabko, Daniil

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Adaptive Metric Dimensionality Reduction

Algorithmic Learning Theory, Vol.8139, p.279-293

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Learning and Optimizing with Preferences

Algorithmic Learning Theory, p.13-21

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Recent Advances in Reinforcement Learning: 8th European Workshop, EWRL 2008, Villeneuve d'Ascq, France, June 30-July 3, 2008, Revised and Selected Papers

2008 edition., 2008

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Faster Hoeffding Racing: Bernstein Races via Jackknife Estimates

Algorithmic Learning Theory, Vol.8139, p.203-217

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Order Compression Schemes

Algorithmic Learning Theory, Vol.8139, p.173-187

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An Efficient Algorithm for Learning with Semi-bandit Feedback

Algorithmic Connections between Active Learning and Stochastic Convex Optimization

Robust Risk-Averse Stochastic Multi-armed Bandits

Universal Knowledge-Seeking Agents for Stochastic Environments

Thermal plasma synthesis of ultrafine iron particles

Combinatorial Online Prediction via Metarounding

Efficient Algorithms for Combinatorial Online Prediction

Bayesian Methods for Low-Rank Matrix Estimation: Short Survey and Theoretical Study

Online PCA with Optimal Regrets

Fast Spectral Clustering via the Nyström Method

Generalization and Robustness of Batched Weighted Average Algorithm with V-Geometrically Ergodic Markov Data

PAC Learning of Some Subclasses of Context-Free Grammars with Basic Distributional Properties from Positive Data

Learning a Bounded-Degree Tree Using Separator Queries

Concentration and Confidence for Discrete Bayesian Sequence Predictors

Nonparametric Multiple Change Point Estimation in Highly Dependent Time Series

Topological Separations in Inductive Inference

Universal Algorithm for Trading in Stock Market Based on the Method of Calibration

Exact Learning from Membership Queries: Some Techniques, Results and New Directions

Differentially-Private Learning of Low Dimensional Manifolds

Unsupervised Model-Free Representation Learning

Adaptive Metric Dimensionality Reduction

Learning and Optimizing with Preferences

Recent Advances in Reinforcement Learning: 8th European Workshop, EWRL 2008, Villeneuve d'Ascq, France, June 30-July 3, 2008, Revised and Selected Papers

Faster Hoeffding Racing: Bernstein Races via Jackknife Estimates

Order Compression Schemes

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