Léon Bottou
34 papers · 2005–2025 · 9 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 13 separate collaboration groups - the largest holds only 29% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Léon Bottou?
6 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Jianyu Zhang, David Lopez-paz, Robert Nishihara
10 papers
· 2016–2025
· ICML, ICLR, CVPR
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MagicPIG: LSH Sampling for Efficient LLM Generation
ICLR 2025
Memory Mosaics
ICLR 2025
Learning useful representations for shifting tasks and distributions
ICML 2023
Model Ratatouille: Recycling Diverse Models for Out-of-Distribution Generalization
ICML 2023
Rich Feature Construction for the Optimization-Generalization Dilemma
ICML 2022
Symplectic Recurrent Neural Networks
ICLR 2020
First-Order Adversarial Vulnerability of Neural Networks and Input Dimension
ICML 2019
Discovering Causal Signals in Images
CVPR 2017
Wasserstein Generative Adversarial Networks
ICML 2017
No Regret Bound for Extreme Bandits
AISTATS 2016
7 papers whose co-authors appear nowhere else under this name
Cold Case: The Lost MNIST Digits
NeurIPS 2019
On the Ineffectiveness of Variance Reduced Optimization for Deep Learning
NeurIPS 2019
An efficient distributed learning algorithm based on effective local functional approximations
JMLR 2018
A Lower Bound for the Optimization of Finite Sums
ICML 2015
Learning Image Embeddings using Convolutional Neural Networks for Improved Multi-Modal Semantics
EMNLP 2014
Counterfactual Reasoning and Learning Systems: The Example of Computational Advertising
JMLR 2013
The Tradeoffs of Large Scale Learning
NeurIPS 2007