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Learning Theory

5312 directly classified papers

Papers per year

Papers

Finding the Most Interesting Patterns in a Database Quickly by Using Sequential Sampling JMLR 2002
The Subspace Information Criterion for Infinite Dimensional Hypothesis Spaces JMLR 2002
On Online Learning of Decision Lists JMLR 2002
PAC-Bayesian Generalisation Error Bounds for Gaussian Process Classification JMLR 2002
The Set Covering Machine JMLR 2002
Limitations of Learning Via Embeddings in Euclidean Half Spaces JMLR 2002
Machine Learning with Data Dependent Hypothesis Classes JMLR 2002
On Using Extended Statistical Queries to Avoid Membership Queries JMLR 2002
Stability and Generalization JMLR 2002
On Boosting with Polynomially Bounded Distributions JMLR 2002
Rademacher and Gaussian Complexities: Risk Bounds and Structural Results JMLR 2002
On the Size of Convex Hulls of Small Sets JMLR 2001