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.
Achievements are not shown for a combined profile - each one describes a single researcher's record, which this is not.
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
Show ▼
with Antoine Bordes, Jason Weston, Nicolas Usunier
7 papers
· 2005–2018
· JMLR, NeurIPS, AISTATS
Hide ▲
SING: Symbol-to-Instrument Neural Generator
NeurIPS 2018
Natural Language Processing (Almost) from Scratch
JMLR 2011
Erratum: SGDQN is Less Careful than Expected
JMLR 2010
Guarantees for Approximate Incremental SVMs
AISTATS 2010
SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent
JMLR 2009
Large Scale Transductive SVMs
JMLR 2006
Fast Kernel Classifiers with Online and Active Learning
JMLR 2005
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