Léon Bottou
0000-0002-9894-8128
Publication & Citation Trends
Publications
188 total
Birth of a Transformer: A Memory Viewpoint OA
Cited by 158
Semantic Scholar
Active Self-Supervised Learning: A Few Low-Cost Relationships Are All You Need
Cited by 14
Semantic Scholar
On Distributionally Robust Optimization and Data Rebalancing
Cited by 13
Semantic Scholar
Rich Feature Construction for the Optimization-Generalization Dilemma OA
Cited by 48
Semantic Scholar
On the Relation between Distributionally Robust Optimization and Data Curation (Student Abstract) OA
Cited by 0
Semantic Scholar
Model Ratatouille: Recycling Diverse Models for Out-of-Distribution Generalization
Cited by 108
Semantic Scholar
The Effects of Regularization and Data Augmentation are Class Dependent OA
Cited by 116
Semantic Scholar
Learning useful representations for shifting tasks and distributions OA
Cited by 21
Semantic Scholar
Research Topics
Neural Networks and Applications
(54)
Machine Learning and Algorithms
(45)
Stochastic Gradient Optimization Techniques
(25)
Machine Learning and Data Classification
(21)
Domain Adaptation and Few-Shot Learning
(17)
Affiliations
Université Paris-Sud
NEC (Japan)
AT&T (United States)
Microsoft (United States)
Max Planck Society