Leon Bottou | Researcher Profile | Sotabase

Career

· Research Lead, Meta AI2015–

· Visiting Research Professor, New York University2015–

· Researcher, NEC Laboratories America, Inc.2002–2010

· Researcher, AT&T Labs

· Researcher, Bell Laboratories

· Partner Scientist, Microsoft Research

· Founder, Neuristique

Publications (391)

Gradient-based learning applied to document recognition

Proceedings of the IEEE · 1998

58,645

cited

Wasserstein Generative Adversarial Networks

International Conference on Machine Learning · 2017

9,119

cited

Natural Language Processing (Almost) from Scratch

Journal of machine learning research · 2011

7,860

cited

Large-Scale Machine Learning with Stochastic Gradient Descent

International Conference on Computational Statistics · 2010

6,206

cited

Signature Verification Using A "Siamese" Time Delay Neural Network

International journal of pattern recognition and artificial intelligence · 1993

4,059

cited

Optimization Methods for Large-Scale Machine Learning

SIAM Review · 2016

3,603

cited

Efficient BackProp

Neural Networks · 2012

3,411

cited

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

2014 IEEE Conference on Computer Vision and Pattern Recognition · 2014

3,272

cited

Invariant Risk Minimization

arXiv.org · 2019

2,581

cited

Towards Principled Methods for Training Generative Adversarial Networks

International Conference on Learning Representations · 2017

2,227

cited

Stochastic Gradient Descent Tricks

Neural Networks · 2012

2,164

cited

The Tradeoffs of Large Scale Learning

Neural Information Processing Systems · 2007

1,717

cited

Learning methods for generic object recognition with invariance to pose and lighting

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004. · 2004

1,570

cited

Object Recognition with Gradient-Based Learning

Shape, Contour and Grouping in Computer Vision · 1999

1,033

cited

Is object localization for free? - Weakly-supervised learning with convolutional neural networks

Computer Vision and Pattern Recognition · 2015

922

cited

Counterfactual reasoning and learning systems: the example of computational advertising

Journal of machine learning research · 2012

833

cited

Comparison of learning algorithms for handwritten digit recognition

1995

727

cited

Fast Kernel Classifiers with Online and Active Learning

Journal of machine learning research · 2005

721

cited

Comparison of classifier methods: a case study in handwritten digit recognition

Signal Processing · 1994

667

cited

Stochastic Gradient Learning in Neural Networks

1991

664

cited

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