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Bottou, Léon
87  Ergebnisse:
Personensuche X
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1

Active Self-Supervised Learning: A Few Low-Cost Relationshi..:

, In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV),
Cabannes, Vivien ; Bottou, Leon ; Lecun, Yann. - p. 16228-16237 , 2023
Link: https://doi.org/10.1109/..
 
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2

A scaling calculus for the design and initialization of ReL..:

Defazio, Aaron ; Bottou, Léon
Neural Computing and Applications.  34 (2022)  17 - p. 14807-14821 , 2022
Link: https://doi.org/10.1007/..
 
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3

Poincaré maps for analyzing complex hierarchies in single-c..:

Klimovskaia, Anna ; Lopez-Paz, David ; Bottou, Léon.
Nature Communications.  11 (2020)  1 - p. , 2020
Link: https://doi.org/10.1038/..
 
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4

Optimization Methods for Large-Scale Machine Learning:

Bottou, Léon ; Curtis, Frank E. ; Nocedal, Jorge
SIAM Review.  60 (2018)  2 - p. 223-311 , 2018
Link: https://www.jstor.org/st..
 
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5

Geometrical Insights for Implicit Generative Modeling:

, In: Braverman Readings in Machine Learning. Key Ideas from Inception to Current State; Lecture Notes in Computer Science,
Bottou, Leon ; Arjovsky, Martin ; Lopez-Paz, David. - p. 229-268 , 2018
Link: https://doi.org/10.1007/..
 
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6

From machine learning to machine reasoning: An essay:

Bottou, Léon
Machine Learning.  94 (2013)  2 - p. 133-149 , 2013
Link: https://doi.org/10.1007/..
 
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7

Introduction to the special issue on learning semantics:

Bordes, Antoine ; Bottou, Léon ; Collobert, Ronan...
Machine Learning.  94 (2013)  2 - p. 127-131 , 2013
Link: https://doi.org/10.1007/..
 
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8

Batch and online learning algorithms for nonconvex neyman-p..:

Gasso, Gilles ; Pappaioannou, Aristidis ; Spivak, Marina.
ACM Transactions on Intelligent Systems and Technology (TIST).  2 (2011)  3 - p. 1-19 , 2011
Link: https://dl.acm.org/doi/1..
 
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9

Batch and online learning algorithms for nonconvex neyman-p..:

Gasso, Gilles ; Pappaioannou, Aristidis ; Spivak, Marina.
ACM Transactions on Intelligent Systems and Technology.  2 (2011)  3 - p. 1-19 , 2011
Link: https://doi.org/10.1145/..
 
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10

Nonconvex Online Support Vector Machines:

Ertekin, Şeyda ; Bottou, Léon ; Giles, C Lee
IEEE Transactions on Pattern Analysis and Machine Intelligence.  33 (2011)  2 - p. 368-381 , 2011
Link: https://doi.org/10.1109/..
 
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11

Improvements to the Percolator Algorithm for Peptide Identi..:

Spivak, Marina ; Weston, Jason ; Bottou, Léon..
Journal of Proteome Research.  8 (2009)  7 - p. 3737-3745 , 2009
Link: https://doi.org/10.1021/..
 
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12

Proceedings of the 26th Annual International Conference on ..:

Danyluk, Andrea ; Bottou, Léon ; Littman, Michael , 2009
Link: https://dl.acm.org/doi/1..
 
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13

Learning on the border : active learning in imbalanced d..:

, In: Proceedings of the sixteenth ACM conference on Conference on information and knowledge management,
Ertekin, Seyda ; Huang, Jian ; Bottou, Leon. - p. 127-136 , 2007
Link: https://dl.acm.org/doi/1..
 
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14

Large-scale kernel machines 

Neural information processing series
Bottou, Léon , 2007
Link: https://search.ebscohost..
 
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15

Solving multiclass support vector machines with LaRank:

, In: Proceedings of the 24th international conference on Machine learning,
Bordes, Antoine ; Bottou, Léon ; Gallinari, Patrick. - p. 89-96 , 2007
Link: https://dl.acm.org/doi/1..
 
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