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Leon Bottou
Researcher, Facebook AI Research
Visiting faculty, New York University
Joined
September 2016
Names
Leon Bottou
(Preferred)
,
Léon Bottou
Emails
****@bottou.org
(Confirmed)
,
****@research.att.com
,
****@fb.com
(Confirmed)
,
****@microsoft.com
,
****@nec-labs.com
,
****@bottou.org
(Confirmed)
,
****@meta.com
(Confirmed)
,
****@nyu.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Wikipedia
Career & Education History
Researcher
Facebook AI Research
(fb.com)
2015
–
Present
Visiting faculty
New York University
(nyu.edu)
2015
–
Present
Researcher
Microsoft
(microsoft.com)
2010
–
2015
Researcher
NEC Labs
(nec-labs.com)
2002
–
2010
Researcher
AT&T Labs
(att.com)
1996
–
2002
Advisors, Relations & Conflicts
Family
Marina Spivak
2010
–
Present
PhD Advisee
Jianyu Zhang
2020
–
2025
PhD Advisee
Martin Arjovsky
2016
–
2019
Coauthor
Maxime Oquab
2012
–
2015
Coauthor
Antoine Bordes
2002
–
2006
PhD Advisor
Françoise Fogelman-Soulié
1989
–
1992
Expertise
No areas of expertise listed
Publications
Birth of a Transformer: A Memory Viewpoint
Alberto Bietti
,
Vivien Cabannes
,
Diane Bouchacourt
,
Hervé Jégou
,
Léon Bottou
Published: 01 Jan 2023, Last Modified: 02 Oct 2023
CoRR 2023
Readers:
Everyone
Borges and AI
Léon Bottou
,
Bernhard Schölkopf
Published: 01 Jan 2023, Last Modified: 10 Nov 2023
CoRR 2023
Readers:
Everyone
Pre-train, fine-tune, interpolate: a three-stage strategy for domain generalization
Alexandre Rame
,
Jianyu Zhang
,
Leon Bottou
,
David Lopez-Paz
06 Oct 2022 (modified: 05 May 2023)
INTERPOLATE at NeurIPS 2022
Readers:
Everyone
Learning Useful Representations for Shifting Tasks and Distributions
Jianyu Zhang
,
Leon Bottou
22 Sept 2022 (modified: 14 Jan 2026)
ICLR 2023 Conference Withdrawn Submission
Readers:
Everyone
The Effects of Regularization and Data Augmentation are Class Dependent
Randall Balestriero
,
Leon Bottou
,
Yann LeCun
Published: 31 Oct 2022, Last Modified: 08 Feb 2026
NeurIPS 2022 Accept
Readers:
Everyone
Recycling diverse models for out-of-distribution generalization
Alexandre Ramé
,
Kartik Ahuja
,
Jianyu Zhang
,
Matthieu Cord
,
Léon Bottou
,
David Lopez-Paz
2022 (modified: 16 Apr 2023)
CoRR 2022
Readers:
Everyone
Rich Feature Construction for the Optimization-Generalization Dilemma
Jianyu Zhang
,
David Lopez-Paz
,
Léon Bottou
Published: 01 Jan 2022, Last Modified: 09 May 2023
ICML 2022
Readers:
Everyone
Rich Feature Construction for the Optimization-Generalization Dilemma
Jianyu Zhang
,
David Lopez-Paz
,
Léon Bottou
Published: 01 Jan 2022, Last Modified: 09 May 2023
CoRR 2022
Readers:
Everyone
Learning useful representations for shifting tasks and distributions
Jianyu Zhang
,
Léon Bottou
Published: 01 Jan 2022, Last Modified: 09 May 2023
CoRR 2022
Readers:
Everyone
On the Relation between Distributionally Robust Optimization and Data Curation (Student Abstract)
Agnieszka Slowik
,
Léon Bottou
,
Sean B. Holden
,
Mateja Jamnik
Published: 01 Jan 2022, Last Modified: 12 May 2023
AAAI 2022
Readers:
Everyone
View all 70 publications
Co-Authors
Agnieszka Slowik
Alberto Bietti
Alekh Agarwal
Alexander J. Smola
Alexandre Défossez
Alexandre Rame
Antoine Bordes
Aristidis Pappaioannou
Atul Puri
Barry G. Haskell
Benjamin Aubin
Bernhard E. Boser
Bernhard Schölkopf
Bill Riemers
C. Lee Giles
Carl Edward Rasmussen
Carl-Johann Simon-Gabriel
Cheng Soon Ong
Chhavi Yadav
Dan Roth
David Lopez-Paz
Diane Bouchacourt
Douwe Kiela
Eric Cosatto
Fabian H. Sinz
View all 94 co-authors