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Theory

4950 directly classified papers

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Papers

On Representing and Generating Kernels by Fuzzy Equivalence Relations JMLR 2006
An Oracle Inequality for Clipped Regularized Risk Minimizers NIPS 2006
Universal Kernels JMLR 2006
Inductive Synthesis of Functional Programs: An Explanation Based Generalization Approach JMLR 2006
AdaBoost is Consistent NIPS 2006
No-regret Algorithms for Online Convex Programs NIPS 2006
Stability of $K$-Means Clustering NIPS 2006
A Graphical Representation of Equivalence Classes of AMP Chain Graphs JMLR 2006
Tighter PAC-Bayes Bounds NIPS 2006
On the Complexity of Learning Lexicographic Strategies JMLR 2006
Ordinal Regression by Extended Binary Classification NIPS 2006
Stability Properties of Empirical Risk Minimization over Donsker Classes JMLR 2006
On Model Selection Consistency of Lasso JMLR 2006
Consistency and Convergence Rates of One-Class SVMs and Related Algorithms JMLR 2006
Bounds for Linear Multi-Task Learning JMLR 2006
Optimal Single-Class Classification Strategies NIPS 2006
The Robustness-Performance Tradeoff in Markov Decision Processes NIPS 2006
On Comparing the Power of Mobile Robots RSS 2006
Statistical Comparisons of Classifiers over Multiple Data Sets JMLR 2006
Learnability and the doubling dimension NIPS 2006
Fundamental Limitations of Spectral Clustering NIPS 2006
Kernels on Structured Objects Through Nested Histograms NIPS 2006
Analysis of Contour Motions NIPS 2006
Denoising and Dimension Reduction in Feature Space NIPS 2006
Analysis of Representations for Domain Adaptation NIPS 2006