Researchclopedia

Research Researchers Institutions Topics Submit About

Command Palette

Search for a command to run...

Researchclopedia

Research Researchers Institutions About

© 2026 Researchclopedia. Powered by OpenAlex under CC0 license.

Léon Bottou | Researchclopedia

Back to researchers

Léon Bottou

190

Works

116,409

Citations

69

h-index

125

i10-index

Research Topics

Neural Networks and Applications Machine Learning and Algorithms Stochastic Gradient Optimization Techniques

Affiliations

Université Paris-Sud1990–2002

NEC (Japan)2005–2011

AT&T (United States)1991–2012

Microsoft (United States)2005–2015

Max Planck Society2018–2019

Top Works

Gradient-based learning applied to document recognition

Yann LeCun,Léon Bottou,et al.

199857,078 citations

Machine Learning and Data Classification

Domain Adaptation and Few-Shot Learning

Large-Scale Machine Learning with Stochastic Gradient Descent

20105,578 citations

Natural Language Processing (almost) from Scratch

Ronan Collobert,Jason Weston,et al.

20115,175 citations

Wasserstein Generative Adversarial Networks

Martín Arjovsky,Soumith Chintala,et al.

20175,026 citations

Proceedings of the 21st International Conference on Neural Information Processing Systems

Daphne Koller,Dale Schuurmans,et al.

20084,490 citations

Natural Language Processing (almost) from Scratch

Ronan Collobert,Jason Weston,et al.

20113,989 citations

Learning and Transferring Mid-level Image Representations Using Convolutional Neural Networks

Maxime Oquab,Léon Bottou,et al.

20143,172 citations

SIGNATURE VERIFICATION USING A “SIAMESE” TIME DELAY NEURAL NETWORK

Jane Bromley,JAMES W. BENTZ,et al.

19942,188 citations

SIGNATURE VERIFICATION USING A “SIAMESE” TIME DELAY NEURAL NETWORK

Jane Bromley,JAMES W. BENTZ,et al.

19932,059 citations