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Léon Bottou

Known as: Leon Bottou 
Léon Bottou is a researcher best known for his work in machine learning and data compression. His work presents stochastic gradient descent as a… 
Wikipedia

Papers overview

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Highly Cited
2019
Highly Cited
2019
Transformer networks have lead to important progress in language modeling and machine translation. These models include two… 
Highly Cited
2017
Highly Cited
2017
Convolutional neural networks provide visual features that perform remarkably well in many computer vision applications. However… 
Highly Cited
2015
Highly Cited
2015
This paper identifies a severe problem of the counterfactual risk estimator typically used in batch learning from logged bandit… 
2013
2013
This paper aims to clarify the logical structure of Karl Polanyi's concept of institution, especially with regard to his most… 
Highly Cited
2010
Highly Cited
2010
Recently Vapnik et al. [11, 12, 13] introduced a new learning model, called Learning Using Privileged Information (LUPI). In this… 
Highly Cited
2009
Highly Cited
2009
This paper examines the significance of different fundamental regimes by applying various monetary models of the exchange rate to… 
Highly Cited
2005
Highly Cited
2005
We investigate using gradient descent methods for learning ranking functions; we propose a simple probabilistic cost function… 
Highly Cited
2001
Highly Cited
2001
The scroll compressor is an ingenious machine used for compressing air or refrigerant; it was originally invented in 1905 by Leon…