Concepedia

Nick Littlestone

NL

Statistics

Publications

12

Citations

2.9K

H-Index

12

Active since

1987

Affiliations

Princeton University(Current)

University of California, Santa Cruz

Nick Littlestone is an author at Princeton University specializing in computer science, engineering, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningKnowledge DiscoveryData MiningAutomated ReasoningSupervised LearningArtificial IntelligencePattern Recognition

Publications per year

1987–2003

12

Publications

12

Learning Quickly When Irrelevant Attributes Abound: A New Linear-Threshold Algorithm

Nick Littlestone · Machine Learning · 1988 · 1.4K citations

Artificial Intelligence, Classification Method, Engineering +10

Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm

Nick Littlestone · Machine Learning · 1988 · 501 citations · Full text

Artificial Intelligence, Classification Method, Engineering +10

Relating Data Compression and Learnability

Nick Littlestone, Manfred K. Warmuth · 2003 · 213 citations

Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm

Nick Littlestone · 1987 · 193 citations

Artificial Intelligence, Engineering, Machine Learning +19

Equivalence of models for polynomial learnability

David Haussler, Michael Kearns, Nick Littlestone et al. · Information and Computation · 1991 · 142 citations

Polynomial Learnability, Engineering, Computational Learning Theory +5

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