Léon Bottou

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Antoine Bordes

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Publications

2014
[j21]
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  - journals/ml/BordesBCRWZ14
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Antoine Bordes, Léon Bottou, Ronan Collobert, Dan Roth, Jason Weston, Luke Zettlemoyer:
Introduction to the special issue on learning semantics. Mach. Learn. 94(2): 127-131 (2014)
2010
[j15]
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Antoine Bordes, Léon Bottou, Patrick Gallinari, Jonathan D. Chang, S. Alex Smith:
Erratum: SGDQN is Less Careful than Expected. J. Mach. Learn. Res. 11: 2229-2240 (2010)
[c39]
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  - journals/jmlr/UsunierBB10
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Nicolas Usunier, Antoine Bordes, Léon Bottou:
Guarantees for Approximate Incremental SVMs. AISTATS 2010: 884-891
2009
[j13]
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Antoine Bordes, Léon Bottou, Patrick Gallinari:
SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent. J. Mach. Learn. Res. 10: 1737-1754 (2009)
2008
[c38]
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  - conf/pkdd/BordesUB08
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Antoine Bordes, Nicolas Usunier, Léon Bottou:
Sequence Labelling SVMs Trained in One Pass. ECML/PKDD (1) 2008: 146-161
2007
[c36]
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  - conf/icml/BordesBGW07
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Antoine Bordes, Léon Bottou, Patrick Gallinari, Jason Weston:
Solving multiclass support vector machines with LaRank. ICML 2007: 89-96
2005
[j10]
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Antoine Bordes, Seyda Ertekin, Jason Weston, Léon Bottou:
Fast Kernel Classifiers with Online and Active Learning. J. Mach. Learn. Res. 6: 1579-1619 (2005)
[c31]
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  - conf/aistats/WestonBB05
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Jason Weston, Antoine Bordes, Léon Bottou:
Online (and Offline) on an Even Tighter Budget. AISTATS 2005: 413-420
[c30]
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Antoine Bordes, Léon Bottou:
The Huller: A Simple and Efficient Online SVM. ECML 2005: 505-512

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