Léon Bottou - Publications, H-index & Citations

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Léon Bottou

New York University

69H-index

190Paper Count

11.6WCitation Count

Published Papers 8

Publication Date

Poincare maps for analyzing complex hierarchies in single-cell data

NATURE COMMUNICATIONS

IF15.7

2020-06-11

OAAI

Klimovskaia, Anna; Lopez-Paz, David; Bottou, Leon; Nickel, Maximilian

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Optimization Methods for Large-Scale Machine Learning

SIAM REVIEW

IF6.1

2018-05-08

1.8K

OAAI

Bottou, Leon; Curtis, Frank E.; Nocedal, Jorge

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Introduction to the special issue on learning semantics

MACHINE LEARNING

IF2.9

2013-06-07

OAAI

Bordes, Antoine; Bottou, Leon; Collobert, Ronan; Roth, Dan; Weston, Jason; Zettlemoyer, Luke

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From machine learning to machine reasoning An essay

MACHINE LEARNING

IF2.9

2013-04-10

130

OAAI

Bottou, Leon

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Batch and Online Learning Algorithms for Nonconvex Neyman-Pearson Classification

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2011-05-06

OAAI

Gasso, Gilles; Pappaioannou, Aristidis; Spivak, Marina; Bottou, Leon

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Improvements to the Percolator Algorithm for Peptide Identification from Shotgun Proteomics Data Sets

JOURNAL OF PROTEOME RESEARCH

IF3.6

2009-05-19

231

OAAI

Spivak, Marina; Weston, Jason; Bottou, Leon; Kall, Lukas; Noble, William Stafford

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Toward automatic phenotyping of developing embryos from videos

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2005-09-01

219

OAAI

Ning, F; Delhomme, D; LeCun, Y; Piano, F; Bottou, L; Barbano, PE

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Gradient-based learning applied to document recognition

PROCEEDINGS OF THE IEEE

IF25.9

1998-01-01

3.8W

PREAI

Lecun, Y; Bottou, L; Bengio, Y; Haffner, P

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Research Directions