Learning Quickly When Irrelevant Attributes Abound: A New Linear-Threshold Algorithm (Extended Abstract) - Nick Littlestone (FOCS, 1987)

Learning Quickly When Irrelevant Attributes Abound: A New Linear-threshold Algorithm. - Nick Littlestone (Mach. Learn., 1987)

Predicting {0, 1}-Functions on Randomly Drawn Points. - David Haussler; Nick Littlestone; Manfred K. Warmuth (COLT, 1988)

Predicting {0,1}-Functions on Randomly Drawn Points (Extended Abstract) - David Haussler; Nick Littlestone; Manfred K. Warmuth (FOCS, 1988)

From On-Line to Batch Learning. - Nick Littlestone (COLT, 1989)

Learning faster than promised by the Vapnik-Chervonenkis dimension. - Anselm Blumer; Nick Littlestone (Discret. Appl. Math., 1989)

Learning simple Boolean concepts. - Nick Littlestone (ALT, 1991)

Redundant Noisy Attributes, Attribute Errors, and Linear-Threshold Learning Using Winnow. - Nick Littlestone (COLT, 1991)

Equivalence of Models for Polynomial Learnability - David Haussler; Michael J. Kearns; Nick Littlestone; Manfred K. Warmuth (Inf. Comput., 1991)

Apple Tasting and Nearly One-Sided Learning - David P. Helmbold; Nick Littlestone; Philip M. Long (FOCS, 1992)

On-Line Learning with Linear Loss Constraints. - Nick Littlestone; Philip M. Long (COLT, 1993)

The Weighted Majority Algorithm - Nick Littlestone; Manfred K. Warmuth (Inf. Comput., 1994)

Predicting 0,1 -Functions on Randomly Drawn Points - David Haussler; Nick Littlestone; Manfred K. Warmuth (Inf. Comput., 1994)

Comparing Several Linear-threshold Learning Algorithms on Tasks Involving Superfluous Attributes. - Nick Littlestone (ICML, 1995)

On-line Learning of Linear Functions. - Nick Littlestone; Philip M. Long; Manfred K. Warmuth (Comput. Complex., 1995)

Learning in the Presence of Finitely or Infinitely Many Irrelevant Attributes. - Avrim Blum; Lisa Hellerstein; Nick Littlestone (J. Comput. Syst. Sci., 1995)

An Apobayesian Relative of Winnow. - Nick Littlestone; Chris Mesterharm (NIPS, 1996)

The Robustness of the p-Norm Algorithms. - Claudio Gentile; Nick Littlestone (COLT, 1999)

Apple Tasting. - David P. Helmbold; Nick Littlestone; Philip M. Long (Inf. Comput., 2000)

On-Line Learning with Linear Loss Constraints. - David P. Helmbold; Nick Littlestone; Philip M. Long (Inf. Comput., 2000)

General Convergence Results for Linear Discriminant Updates. - Adam J. Grove; Nick Littlestone; Dale Schuurmans (Mach. Learn., 2001)