Léon Bottou

2009
38		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
37	EE	Antoine Bordes, Nicolas Usunier, Léon Bottou: Sequence Labelling SVMs Trained in One Pass. ECML/PKDD (1) 2008: 146-161
2007
36	EE	Seyda Ertekin, Jian Huang, Léon Bottou, C. Lee Giles: Learning on the border: active learning in imbalanced data classification. CIKM 2007: 127-136
35	EE	Antoine Bordes, Léon Bottou, Patrick Gallinari, Jason Weston: Solving multiclass support vector machines with LaRank. ICML 2007: 89-96
34	EE	Léon Bottou, Olivier Bousquet: The Tradeoffs of Large Scale Learning. NIPS 2007
2006
33	EE	Jason Weston, Ronan Collobert, Fabian H. Sinz, Léon Bottou, Vladimir Vapnik: Inference with the Universum. ICML 2006: 1009-1016
32	EE	Ronan Collobert, Fabian H. Sinz, Jason Weston, Léon Bottou: Trading convexity for scalability. ICML 2006: 201-208
31	EE	Ronan Collobert, Fabian H. Sinz, Jason Weston, Léon Bottou: Large Scale Transductive SVMs. Journal of Machine Learning Research 7: 1687-1712 (2006)
2005
30	EE	Antoine Bordes, Léon Bottou: The Huller: A Simple and Efficient Online SVM. ECML 2005: 505-512
29	EE	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)
28	EE	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
27	EE	Yann LeCun, Fu Jie Huang, Léon Bottou: Learning Methods for Generic Object Recognition with Invariance to Pose and Lighting. CVPR (2) 2004: 97-104
26	EE	Gökhan H. Bakir, Léon Bottou, Jason Weston: Breaking SVM Complexity with Cross-Training. NIPS 2004
25	EE	Hans Peter Graf, Eric Cosatto, Léon Bottou, Igor Durdanovic, Vladimir Vapnik: Parallel Support Vector Machines: The Cascade SVM. NIPS 2004
2003
24	EE	Léon Bottou: Stochastic Learning. Advanced Lectures on Machine Learning 2003: 146-168
23	EE	Susanne Still, William Bialek, Léon Bottou: Geometric Clustering Using the Information Bottleneck Method. NIPS 2003
22	EE	Léon Bottou, Yann LeCun: Large Scale Online Learning. NIPS 2003
21		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
20	EE	Artem Mikheev, Luc Vincent, Michael Hawrylycz, Léon Bottou: Electronic Document Publishing Using DjVu. Document Analysis Systems 2002: 480-490
2001
19	EE	Amy R. Reibman, Léon Bottou: Managing Drift in DCT-Based Scalable Video Coding. Data Compression Conference 2001: 351-
18	EE	Steven Pigeon, Léon Bottou: Masked Wavelets: Applications to Image Compression. Data Compression Conference 2001: 510
17	EE	Léon Bottou, Patrick Haffner, Yann LeCun: Efficient Conversion of Digital Documents to Multilayer Raster Formats. ICDAR 2001: 444-
16	EE	Amy R. Reibman, Léon Bottou, Andrea Basso: DCT-based scalable video coding with drift. ICIP (2) 2001: 989-992
2000
15		Olivier Chapelle, Jason Weston, Léon Bottou, Vladimir Vapnik: Vicinal Risk Minimization. NIPS 2000: 416-422
1999
14	EE	Patrick Haffner, Léon Bottou, Paul G. Howard, Yann LeCun: DjVu: Analyzing and Compressing Scanned Documents for Internet Distribution. ICDAR 1999: 625-628
13		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
12	EE	Yann LeCun, Patrick Haffner, Léon Bottou, Yoshua Bengio: Object Recognition with Gradient-Based Learning. Shape, Contour and Grouping in Computer Vision 1999: 319-
1998
11		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
10	EE	Léon Bottou, Paul G. Howard, Yoshua Bengio: The Z-Coder Adaptive Binary Coder. Data Compression Conference 1998: 13-22
9	EE	Léon Bottou, Steven Pigeon: Lossy Compression of Partially Masked Still Images. Data Compression Conference 1998: 528
8	EE	Patrice Simard, Léon Bottou, Patrick Haffner, Yann LeCun: Boxlets: A Fast Convolution Algorithm for Signal Processing and Neural Networks. NIPS 1998: 571-577
1997
7	EE	Léon Bottou, Yoshua Bengio, Yann LeCun: Global Training of Document Processing Systems Using Graph Transformer Networks. CVPR 1997: 489-494
1996
6	EE	Yann LeCun, Léon Bottou, Genevieve B. Orr, Klaus-Robert Müller: Effiicient BackProp. Neural Networks: Tricks of the Trade 1996: 9-50
1994
5	EE	Léon Bottou, Yoshua Bengio: Convergence Properties of the K-Means Algorithms. NIPS 1994: 585-592
1993
4		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)
1991
3	EE	Isabelle Guyon, Vladimir Vapnik, Bernhard E. Boser, Léon Bottou, Sara A. Solla: Structural Risk Minimization for Character Recognition. NIPS 1991: 471-479
1990
2	EE	Léon Bottou, Patrick Gallinari: A Framework for the Cooperation of Learning Algorithms. NIPS 1990: 781-788
1	EE	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	[26]
2	Paolo Emilio Barbano	[29]
3	Andrea Basso	[16] [21]
4	Yoshua Bengio	[5] [7] [10] [11] [12] [38]
5	James W. Bentz	[4]
6	William Bialek	[23]
7	P. Blanchet	[1]
8	Antoine Bordes	[28] [30] [35] [37]
9	Bernhard E. Boser	[3]
10	Olivier Bousquet	[34]
11	Jane Bromley	[4]
12	Olivier Chapelle	[15]
13	Ronan Collobert	[31] [32] [33]
14	Eric Cosatto	[25]
15	D. Delhomme	[29]
16	Igor Durdanovic	[25]
17	Seyda Ertekin	[28] [36]
18	Françoise Fogelman-Soulié	[1]
19	Patrick Gallinari	[2] [35]
20	C. Lee Giles (Clyde Lee Giles)	[36]
21	Hans Peter Graf	[25]
22	Isabelle Guyon	[3] [4]
23	Patrick Haffner	[8] [11] [12] [13] [14] [17]
24	Michael Hawrylycz	[20]
25	Paul G. Howard	[10] [11] [13] [14]
26	Fu Jie Huang	[27]
27	Jian Huang	[36]
28	Daphne Koller	[38]
29	Yann LeCun	[4] [6] [7] [8] [11] [12] [13] [14] [17] [22] [27] [29]
30	Jean-Sylvain Liénard	[1]
31	Artem Mikheev	[20]
32	Cliff Moore	[4]
33	Klaus-Robert Müller	[6]
34	F. Ning	[29]
35	Genevieve B. Orr	[6]
36	F. Piano	[29]
37	Steven Pigeon	[9] [18]
38	Amy R. Reibman	[16] [19] [21]
39	Bill Riemers	[13]
40	Eduard Säckinger	[4]
41	Dale Schuurmans	[38]
42	Roopak Shah	[4]
43	Patrice Y. Simard (Patrice Simard)	[8] [11]
44	Fabian H. Sinz	[31] [32] [33]
45	Sara A. Solla	[3]
46	Susanne Still	[23]
47	Nicolas Usunier	[37]
48	Vladimir Vapnik	[3] [15] [25] [33]
49	Luc Vincent	[20]
50	Pascal Vincent	[13]
51	Jason Weston	[15] [26] [28] [31] [32] [33] [35]

Colors in the list of coauthors