Kowalczyk, Adam

15 publications

ALT 2007 Continuity of Performance Metrics for Thin Feature Maps Adam Kowalczyk

ALT 2005 An Analysis of the Anti-Learning Phenomenon for the Class Symmetric Polyhedron Adam Kowalczyk, Olivier Chapelle

ICML 2002 Multi-Instance Kernels Thomas Gärtner, Peter A. Flach, Adam Kowalczyk, Alexander J. Smola

ICML 2002 Using Unlabelled Data for Text Classification Through Addition of Cluster Parameters Bhavani Raskutti, Herman L. Ferrá, Adam Kowalczyk

NeurIPS 2001 Kernel Machines and Boolean Functions Adam Kowalczyk, Alex J. Smola, Robert C. Williamson

ECML-PKDD 2001 Second Order Features for Maximising Text Classification Performance Bhavani Raskutti, Herman L. Ferrá, Adam Kowalczyk

NeurIPS 2000 Sparsity of Data Representation of Optimal Kernel Machine and Leave-One-Out Estimator Adam Kowalczyk

COLT 1997 Dense Shattering and Teaching Dimensions for Differentiable Families (Extended Abstract) Adam Kowalczyk

NeurIPS 1996 MLP Can Provably Generalize Much Better than VC-Bounds Indicate Adam Kowalczyk, Herman L. Ferrá

NeurIPS 1995 Examples of Learning Curves from a Modified VC-Formalism Adam Kowalczyk, Jacek Szymanski, Peter L. Bartlett, Robert C. Williamson

NeurIPS 1995 Experiments with Neural Networks for Real Time Implementation of Control Peter K. Campbell, Michael Dale, Herman L. Ferrá, Adam Kowalczyk

NeurIPS 1994 Generalisation in Feedforward Networks Adam Kowalczyk, Herman L. Ferrá

NeurIPS 1993 Counting Function Theorem for Multi-Layer Networks Adam Kowalczyk

NeurIPS 1992 Some Estimates of Necessary Number of Connections and Hidden Units for Feed-Forward Networks Adam Kowalczyk

ICML 1991 Discovering Production Rules with Higher Order Neural Networks Adam Kowalczyk, Herman L. Ferrá, Ken Gardiner