Léon Bottou

	2009
41		Andrea Pohoreckyj Danyluk, Léon Bottou, Michael L. Littman: Proceedings of the 26th Annual International Conference on Machine Learning, ICML 2009, Montreal, Quebec, Canada, June 14-18, 2009 ACM 2009
40		Daphne Koller, Dale Schuurmans, Yoshua Bengio, Léon Bottou: Advances in Neural Information Processing Systems 21, Proceedings of the Twenty-Second Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 8-11, 2008 MIT Press 2009
	2008
39		Antoine Bordes, Nicolas Usunier, Léon Bottou: Sequence Labelling SVMs Trained in One Pass. ECML/PKDD (1) 2008: 146-161
	2007
38		Seyda Ertekin, Jian Huang, Léon Bottou, C. Lee Giles: Learning on the border: active learning in imbalanced data classification. CIKM 2007: 127-136
37		Antoine Bordes, Léon Bottou, Patrick Gallinari, Jason Weston: Solving multiclass support vector machines with LaRank. ICML 2007: 89-96
36		Léon Bottou, Olivier Bousquet: The Tradeoffs of Large Scale Learning. NIPS 2007
	2006
35		Jason Weston, Ronan Collobert, Fabian H. Sinz, Léon Bottou, Vladimir Vapnik: Inference with the Universum. ICML 2006: 1009-1016
34		Ronan Collobert, Fabian H. Sinz, Jason Weston, Léon Bottou: Trading convexity for scalability. ICML 2006: 201-208
33		Ronan Collobert, Fabian H. Sinz, Jason Weston, Léon Bottou: Large Scale Transductive SVMs. Journal of Machine Learning Research 7: 1687-1712 (2006)
	2005
32		Antoine Bordes, Léon Bottou: The Huller: A Simple and Efficient Online SVM. ECML 2005: 505-512
31		F. Ning, D. Delhomme, Yann LeCun, F. Piano, Léon Bottou, Paolo Emilio Barbano: Toward Automatic Phenotyping of Developing Embryos From Videos. IEEE Transactions on Image Processing 14(9): 1360-1371 (2005)
30		Antoine Bordes, Seyda Ertekin, Jason Weston, Léon Bottou: Fast Kernel Classifiers with Online and Active Learning. Journal of Machine Learning Research 6: 1579-1619 (2005)
	2004
29		Yann LeCun, Fu Jie Huang, Léon Bottou: Learning Methods for Generic Object Recognition with Invariance to Pose and Lighting. CVPR (2) 2004: 97-104
28		Gökhan H. Bakir, Léon Bottou, Jason Weston: Breaking SVM Complexity with Cross-Training. NIPS 2004
27		Hans Peter Graf, Eric Cosatto, Léon Bottou, Igor Durdanovic, Vladimir Vapnik: Parallel Support Vector Machines: The Cascade SVM. NIPS 2004
	2003
26		Léon Bottou: Stochastic Learning. Advanced Lectures on Machine Learning 2003: 146-168
25		Susanne Still, William Bialek, Léon Bottou: Geometric Clustering Using the Information Bottleneck Method. NIPS 2003
24		Léon Bottou, Yann LeCun: Large Scale Online Learning. NIPS 2003
23		Amy R. Reibman, Léon Bottou, Andrea Basso: Scalable video coding with managed drift. IEEE Trans. Circuits Syst. Video Techn. 13(2): 131-140 (2003)
	2002
22		Artem Mikheev, Luc Vincent, Michael Hawrylycz, Léon Bottou: Electronic Document Publishing Using DjVu. Document Analysis Systems 2002: 480-490
	2001
21		Amy R. Reibman, Léon Bottou: Managing Drift in DCT-Based Scalable Video Coding. Data Compression Conference 2001: 351-
20		Steven Pigeon, Léon Bottou: Masked Wavelets: Applications to Image Compression. Data Compression Conference 2001: 510
19		Léon Bottou, Patrick Haffner, Yann LeCun: Efficient Conversion of Digital Documents to Multilayer Raster Formats. ICDAR 2001: 444-
18		Amy R. Reibman, Léon Bottou, Andrea Basso: DCT-based scalable video coding with drift. ICIP (2) 2001: 989-992
	2000
17		Olivier Chapelle, Jason Weston, Léon Bottou, Vladimir Vapnik: Vicinal Risk Minimization. NIPS 2000: 416-422
	1999
16		Patrick Haffner, Léon Bottou, Paul G. Howard, Yann LeCun: DjVu: Analyzing and Compressing Scanned Documents for Internet Distribution. ICDAR 1999: 625-628
15		Patrick Haffner, Yann LeCun, Léon Bottou, Paul G. Howard, Pascal Vincent, Bill Riemers: Color Documents on the Web with DJVU. ICIP (1) 1999: 239-243
14		Yann LeCun, Patrick Haffner, Léon Bottou, Yoshua Bengio: Object Recognition with Gradient-Based Learning. Shape, Contour and Grouping in Computer Vision 1999: 319-
	1998
13		Patrick Haffner, Léon Bottou, Paul G. Howard, Patrice Simard, Yoshua Bengio, Yann LeCun: Browsing through High Quality Document Images with DjVu. ADL 1998: 309-318
12		Léon Bottou, Paul G. Howard, Yoshua Bengio: The Z-Coder Adaptive Binary Coder. Data Compression Conference 1998: 13-22
11		Léon Bottou, Steven Pigeon: Lossy Compression of Partially Masked Still Images. Data Compression Conference 1998: 528
10		Patrice Simard, Léon Bottou, Patrick Haffner, Yann LeCun: Boxlets: A Fast Convolution Algorithm for Signal Processing and Neural Networks. NIPS 1998: 571-577
	1997
9		Léon Bottou, Yoshua Bengio, Yann LeCun: Global Training of Document Processing Systems Using Graph Transformer Networks. CVPR 1997: 489-494
	1996
8		Yann LeCun, Léon Bottou, Genevieve B. Orr, Klaus-Robert Müller: Effiicient BackProp. Neural Networks: Tricks of the Trade 1996: 9-50
	1994
7		Léon Bottou, Yoshua Bengio: Convergence Properties of the K-Means Algorithms. NIPS 1994: 585-592
	1993
6		Jane Bromley, James W. Bentz, Léon Bottou, Isabelle Guyon, Yann LeCun, Cliff Moore, Eduard Säckinger, Roopak Shah: Signature Verification Using A "Siamese" Time Delay Neural Network. IJPRAI 7(4): 669-688 (1993)
5		Vladimir Vapnik, Léon Bottou: Local Algorithms for Pattern Recognition and Dependencies Estimation. Neural Computation 5(6): 893-909 (1993)
	1992
4		Léon Bottou, Vladimir Vapnik: Local Learning Algorithms. Neural Computation 4(6): 888-900 (1992)
	1991
3		Isabelle Guyon, Vladimir Vapnik, Bernhard E. Boser, Léon Bottou, Sara A. Solla: Structural Risk Minimization for Character Recognition. NIPS 1991: 471-479
	1990
2		Léon Bottou, Patrick Gallinari: A Framework for the Cooperation of Learning Algorithms. NIPS 1990: 781-788
1		Léon Bottou, Françoise Fogelman-Soulié, P. Blanchet, Jean-Sylvain Liénard: Speaker-independent isolated digit recognition: Multilayer perceptrons vs. Dynamic time warping. Neural Networks 3(4): 453-465 (1990)

Coauthor Index

1	Gökhan H. Bakir	[28]
2	Paolo Emilio Barbano	[31]
3	Andrea Basso	[18] [23]
4	Yoshua Bengio	[7] [9] [12] [13] [14] [40]
5	James W. Bentz	[6]
6	William Bialek	[25]
7	P. Blanchet	[1]
8	Antoine Bordes	[30] [32] [37] [39]
9	Bernhard E. Boser	[3]
10	Olivier Bousquet	[36]
11	Jane Bromley	[6]
12	Olivier Chapelle	[17]
13	Ronan Collobert	[33] [34] [35]
14	Eric Cosatto	[27]
15	Andrea Pohoreckyj Danyluk	[41]
16	D. Delhomme	[31]
17	Igor Durdanovic	[27]
18	Seyda Ertekin	[30] [38]
19	Françoise Fogelman-Soulié	[1]
20	Patrick Gallinari	[2] [37]
21	C. Lee Giles (Clyde Lee Giles)	[38]
22	Hans Peter Graf	[27]
23	Isabelle Guyon	[3] [6]
24	Patrick Haffner	[10] [13] [14] [15] [16] [19]
25	Michael Hawrylycz	[22]
26	Paul G. Howard	[12] [13] [15] [16]
27	Fu Jie Huang	[29]
28	Jian Huang	[38]
29	Daphne Koller	[40]
30	Yann LeCun	[6] [8] [9] [10] [13] [14] [15] [16] [19] [24] [29] [31]
31	Jean-Sylvain Liénard	[1]
32	Michael L. Littman	[41]
33	Artem Mikheev	[22]
34	Cliff Moore	[6]
35	Klaus-Robert Müller	[8]
36	F. Ning	[31]
37	Genevieve B. Orr	[8]
38	F. Piano	[31]
39	Steven Pigeon	[11] [20]
40	Amy R. Reibman	[18] [21] [23]
41	Bill Riemers	[15]
42	Eduard Säckinger	[6]
43	Dale Schuurmans	[40]
44	Roopak Shah	[6]
45	Patrice Y. Simard (Patrice Simard)	[10] [13]
46	Fabian H. Sinz	[33] [34] [35]
47	Sara A. Solla	[3]
48	Susanne Still	[25]
49	Nicolas Usunier	[39]
50	Vladimir Vapnik	[3] [4] [5] [17] [27] [35]
51	Luc Vincent	[22]
52	Pascal Vincent	[15]
53	Jason Weston	[17] [28] [30] [33] [34] [35] [37]

Colors in the list of coauthors