Learning Theory : 19th Annual Conference on Learning Theory, COLT 2006, Pittsburgh, PA, USA, June 22-25, 2006, Proceedings
Language: English
Published by Springer, 2006
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 107.28
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Druck auf Anfrage Neuware - Printed after ordering - Invited Presentations.- Random Multivariate Search Trees.- On Learning and Logic.- Predictions as Statements and Decisions.- Clustering, Un-, and Semisupervised Learning.- A Sober Look at Clustering Stability.- PAC Learning Axis-Aligned Mixtures of Gaussians with No Separation Assumption.- Stable Transductive Learning.- Uniform Convergence of Adaptive Graph-Based Regularization.- Statistical Learning Theory.- The Rademacher Complexity of Linear Transformation Classes.- Function Classes That Approximate the Bayes Risk.- Functional Classification with Margin Conditions.- Significance and Recovery of Block Structures in Binary Matrices with Noise.- Regularized Learning and Kernel Methods.- Maximum Entropy Distribution Estimation with Generalized Regularization.- Unifying Divergence Minimization and Statistical Inference Via Convex Duality.- Mercer's Theorem, Feature Maps, and Smoothing.- Learning Bounds for Support Vector Machines with Learned Kernels.- Query Learning and Teaching.- On Optimal Learning Algorithms for Multiplicity Automata.- Exact Learning Composed Classes with a Small Number of Mistakes.- DNF Are Teachable in the Average Case.- Teaching Randomized Learners.- Inductive Inference.- Memory-Limited U-Shaped Learning.- On Learning Languages from Positive Data and a Limited Number of Short Counterexamples.- Learning Rational Stochastic Languages.- Parent Assignment Is Hard for the MDL, AIC, and NML Costs.- Learning Algorithms and Limitations on Learning.- Uniform-Distribution Learnability of Noisy Linear Threshold Functions with Restricted Focus of Attention.- Discriminative Learning Can Succeed Where Generative Learning Fails.- Improved Lower Bounds for Learning Intersections of Halfspaces.- Efficient Learning Algorithms Yield Circuit Lower Bounds.- OnlineAggregation.- Optimal Oracle Inequality for Aggregation of Classifiers Under Low Noise Condition.- Aggregation and Sparsity Via 1 Penalized Least Squares.- A Randomized Online Learning Algorithm for Better Variance Control.- Online Prediction and Reinforcement Learning I.- Online Learning with Variable Stage Duration.- Online Learning Meets Optimization in the Dual.- Online Tracking of Linear Subspaces.- Online Multitask Learning.- Online Prediction and Reinforcement Learning II.- The Shortest Path Problem Under Partial Monitoring.- Tracking the Best Hyperplane with a Simple Budget Perceptron.- Logarithmic Regret Algorithms for Online Convex Optimization.- Online Variance Minimization.- Online Prediction and Reinforcement Learning III.- Online Learning with Constraints.- Continuous Experts and the Binning Algorithm.- Competing with Wild Prediction Rules.- Learning Near-Optimal Policies with Bellman-Residual Minimization Based Fitted Policy Iteration and a Single Sample Path.- Other Approaches.- Ranking with a P-Norm Push.- Subset Ranking Using Regression.- Active Sampling for Multiple Output Identification.- Improving Random Projections Using Marginal Information.- Open Problems.- Efficient Algorithms for General Active Learning.- Can Entropic Regularization Be Replaced by Squared Euclidean Distance Plus Additional Linear Constraints.…
Seller Inventory # 9783540352945
- Title
- Learning Theory : 19th Annual Conference on Learning Theory, COLT 2006, Pittsburgh, PA, USA, June 22-25, 2006, Proceedings
- Author
- Hans Ulrich Simon
- Publisher
- Springer
- Publication year
- 2006
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 3540352945
- ISBN 13
- 9783540352945
- Item weight
- 1,007 grams
- Dimensions
- 235x155x37 mm
"Synopsis" may belong to another edition of this title.
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