Léon Bottou

Léon Bottou is a person.

• See: Word Embeddings, Offline A/B Experiment.

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References

• Personal Homepage: http://leon.bottou.org/
• Professional Homepage: http://research.microsoft.com/en-us/people/leonbo/
• Google Scholar Author Page: http://scholar.google.fr/citations?user=kbN88gsAAAAJ

2023

• (Bottou & Schölkopf, 2023) ⇒ Léon Bottou, and Bernhard Schölkopf. (2023). “Borges and AI.” doi:10.48550/arXiv.2310.01425

2014

• (Bottou, 2014) ⇒ Léon Bottou. (2014). “From Machine Learning to Machine Reasoning.” In: Machine Learning Journal, 94(2). doi:10.1007/s10994-013-5335-x

2013

• (Bottou et al., 2013) ⇒ Léon Bottou, Jonas Peters, Joaquin Quiñonero-Candela, Denis X. Charles, D. Max Chickering, Elon Portugaly, Dipankar Ray, Patrice Simard, and Ed Snelson. (2013). “Counterfactual Reasoning and Learning Systems: The Example of Computational Advertising.” In: The Journal of Machine Learning Research, 14(1).

2012

• (LeCun et al., 2012) ⇒ Yann LeCun, Léon Bottou, Genevieve B. Orr, and Klaus-Robert Müller. “Efficient Backprop." In Neural networks: Tricks of the trade." Springer.

2011

• (Collobert et al., 2011) ⇒ Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, and Pavel Kuksa. (2011). “Natural Language Processing (Almost) from Scratch.” In: The Journal of Machine Learning Research, 12.

2010

• (Bottou, 2010) ⇒ Léon Bottou. (2010). “Large-scale Machine Learning with Stochastic Gradient Descent.” In: Proceedings of COMPSTAT'2010.

2007

• (Bottou & Bousquet, 2007) ⇒ Léon Bottou, and Olivier Bousquet. (2007). “The Tradeoffs of Large Scale Learning.” In: Advances in Neural Information Processing Systems 20 (NIPS 2007)
• (Bordes et al., 2007) ⇒ Antoine Bordes, Léon Bottou, Patrick Gallinari, and Jason Weston. (2007). “Solving Multiclass Support Vector Machines with LaRank.” In: Proceedings of the 24th International Conference on Machine learning (ICML 2007).

1998

• (LeCun et al., 1998) ⇒ Yann LeCun, Léon Bottou, Yoshua Bengio, and Patrick Haffner. “Gradient-based learning applied to document recognition." Proceedings of the IEEE 86, no. 11 (1998): 2278-2324.

1994

• (Bottou et al., 1994) ⇒ Léon Bottou, Corinna Cortes, John S. Denker, Harris Drucker, Isabelle Guyon, Lawrence D. Jackel, Yann LeCun, et al. (1994). “Comparison of Classifier Methods: a case study in handwritten digit recognition.” In: Proceedings of the International Conference on Pattern Recognition.

1992

• (Bottou & Vapnik, 1992) ⇒ Léon Bottou, and Vladimir Vapnik. (1992). “Local Learning Algorithms." Neural computation 4, no. 6.

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