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N. Littlestone | Researchclopedia

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N. Littlestone

15

Works

3,067

Citations

11

h-index

11

i10-index

Research Topics

Machine Learning and Algorithms Machine Learning and Data Classification Imbalanced Data Classification Techniques

Affiliations

Northwestern University1995–1995

Harvard University1989–1989

University of California, Santa Cruz1988–1994

Princeton University1991–2000

Graz University of Technology1993–1993

Top Works

The Weighted Majority Algorithm

N. Littlestone,Manfred K. Warmuth

19942,009 citations

Optimization and Search Problems

Advanced Bandit Algorithms Research

The weighted majority algorithm

N. Littlestone,Manfred K. Warmuth

1989308 citations

Mistake bounds and logarithmic linear-threshold learning algorithms

1990184 citations

Predicting {0, 1}-Functions on Randomly Drawn Points

David Haussler,N. Littlestone,et al.

1994151 citations

David P. Helmbold,N. Littlestone,et al.

200091 citations

Predicting (0, 1)-functions on randomly drawn points

David Haussler,N. Littlestone,et al.

198889 citations

Learning in the Presence of Finitely or Infinitely Many Irrelevant Attributes

Avrim Blum,Lisa Hellerstein,et al.

199576 citations

Redundant Noisy Attributes, Attribute Errors, and Linear-threshold Learning Using Winnow

199152 citations

On-line learning of linear functions

N. Littlestone,Philip M. Long,et al.

199143 citations