Léon Bottou

	2011
53		Gilles Gasso, Aristidis Pappaioannou, Marina Spivak, Léon Bottou: Batch and online learning algorithms for nonconvex neyman-pearson classification. ACM TIST 2(3): 28 (2011)
52		Léon Bottou: From Machine Learning to Machine Reasoning CoRR abs/1102.1808: (2011)
51		Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, Pavel P. Kuksa: Natural Language Processing (almost) from Scratch CoRR abs/1103.0398: (2011)
50		Seyda Ertekin, Léon Bottou, C. Lee Giles: Nonconvex Online Support Vector Machines. IEEE Trans. Pattern Anal. Mach. Intell. 33(2): 368-381 (2011)
49		Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, Pavel P. Kuksa: Natural Language Processing (Almost) from Scratch. Journal of Machine Learning Research 12: 2493-2537 (2011)
	2010
48		Antoine Bordes, Léon Bottou, Patrick Gallinari, Jonathan Chang, S. Alex Smith: Erratum: SGDQN is Less Careful than Expected. Journal of Machine Learning Research 11: 2229-2240 (2010)
47		Nicolas Usunier, Antoine Bordes, Léon Bottou: Guarantees for Approximate Incremental SVMs. Journal of Machine Learning Research - Proceedings Track 9: 884-891 (2010)
	2009
46		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
45		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 Curran Associates, Inc. 2009
44		Antoine Bordes, Léon Bottou, Patrick Gallinari: SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent. Journal of Machine Learning Research 10: 1737-1754 (2009)
	2008
43		Antoine Bordes, Nicolas Usunier, Léon Bottou: Sequence Labelling SVMs Trained in One Pass. ECML/PKDD (1) 2008: 146-161
	2007
42		Seyda Ertekin, Jian Huang, Léon Bottou, C. Lee Giles: Learning on the border: active learning in imbalanced data classification. CIKM 2007: 127-136
41		Antoine Bordes, Léon Bottou, Patrick Gallinari, Jason Weston: Solving multiclass support vector machines with LaRank. ICML 2007: 89-96
40		Léon Bottou, Olivier Bousquet: The Tradeoffs of Large Scale Learning. NIPS 2007
39		Sören Sonnenburg, Mikio L. Braun, Cheng Soon Ong, Samy Bengio, Léon Bottou, Geoffrey Holmes, Yann LeCun, Klaus-Robert Müller, Fernando Pereira, Carl Edward Rasmussen, Gunnar Rätsch, Bernhard Schölkopf, Alexander J. Smola, Pascal Vincent, Jason Weston, Robert C. Williamson: The Need for Open Source Software in Machine Learning. Journal of Machine Learning Research 8: 2443-2466 (2007)
	2006
38		Jason Weston, Ronan Collobert, Fabian H. Sinz, Léon Bottou, Vladimir Vapnik: Inference with the Universum. ICML 2006: 1009-1016
37		Ronan Collobert, Fabian H. Sinz, Jason Weston, Léon Bottou: Trading convexity for scalability. ICML 2006: 201-208
36		Ronan Collobert, Fabian H. Sinz, Jason Weston, Léon Bottou: Large Scale Transductive SVMs. Journal of Machine Learning Research 7: 1687-1712 (2006)
	2005
35		Antoine Bordes, Léon Bottou: The Huller: A Simple and Efficient Online SVM. ECML 2005: 505-512
34		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)
33		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
32		Yann LeCun, Fu Jie Huang, Léon Bottou: Learning Methods for Generic Object Recognition with Invariance to Pose and Lighting. CVPR (2) 2004: 97-104
31		Gökhan H. Bakir, Léon Bottou, Jason Weston: Breaking SVM Complexity with Cross-Training. NIPS 2004
30		Hans Peter Graf, Eric Cosatto, Léon Bottou, Igor Durdanovic, Vladimir Vapnik: Parallel Support Vector Machines: The Cascade SVM. NIPS 2004
	2003
29		Léon Bottou: Stochastic Learning. Advanced Lectures on Machine Learning 2003: 146-168
28		Susanne Still, William Bialek, Léon Bottou: Geometric Clustering Using the Information Bottleneck Method. NIPS 2003
27		Léon Bottou, Yann LeCun: Large Scale Online Learning. NIPS 2003
26		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
25		Artem Mikheev, Luc Vincent, Michael Hawrylycz, Léon Bottou: Electronic Document Publishing Using DjVu. Document Analysis Systems 2002: 480-490
	2001
24		Amy R. Reibman, Léon Bottou: Managing Drift in DCT-Based Scalable Video Coding. Data Compression Conference 2001: 351-
23		Steven Pigeon, Léon Bottou: Masked Wavelets: Applications to Image Compression. Data Compression Conference 2001: 510
22		Léon Bottou, Patrick Haffner, Yann LeCun: Efficient Conversion of Digital Documents to Multilayer Raster Formats. ICDAR 2001: 444-
21		Amy R. Reibman, Léon Bottou, Andrea Basso: DCT-based scalable video coding with drift. ICIP (2) 2001: 989-992
	2000
20		Olivier Chapelle, Jason Weston, Léon Bottou, Vladimir Vapnik: Vicinal Risk Minimization. NIPS 2000: 416-422
	1999
19		Patrick Haffner, Léon Bottou, Paul G. Howard, Yann LeCun: DjVu: Analyzing and Compressing Scanned Documents for Internet Distribution. ICDAR 1999: 625-628
18		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
17		Yann LeCun, Patrick Haffner, Léon Bottou, Yoshua Bengio: Object Recognition with Gradient-Based Learning. Shape, Contour and Grouping in Computer Vision 1999: 319-
	1998
16		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
15		Léon Bottou, Paul G. Howard, Yoshua Bengio: The Z-Coder Adaptive Binary Coder. Data Compression Conference 1998: 13-22
14		Léon Bottou, Steven Pigeon: Lossy Compression of Partially Masked Still Images. Data Compression Conference 1998: 528
13		Patrice Simard, Léon Bottou, Patrick Haffner, Yann LeCun: Boxlets: A Fast Convolution Algorithm for Signal Processing and Neural Networks. NIPS 1998: 571-577
12		Barry G. Haskell, Paul G. Howard, Yann LeCun, Atul Puri, Jörn Ostermann, M. Reha Civanlar, Lawrence Rabiner, Léon Bottou, Patrick Haffner: Image and video coding-emerging standards and beyond. IEEE Trans. Circuits Syst. Video Techn. 8(7): 814-837 (1998)
11		Léon Bottou, Patrick Haffner, Paul G. Howard, Patrice Simard, Yoshua Bengio, Yann LeCun: High quality document image compression with "DjVu". J. Electronic Imaging 7(3): 410-425 (1998)
	1997
10		Léon Bottou, Yoshua Bengio, Yann LeCun: Global Training of Document Processing Systems Using Graph Transformer Networks. CVPR 1997: 489-494
	1996
9		Yann LeCun, Léon Bottou, Genevieve B. Orr, Klaus-Robert Müller: Effiicient BackProp. Neural Networks: Tricks of the Trade 1996: 9-50
	1994
8		Léon Bottou, Yoshua Bengio: Convergence Properties of the K-Means Algorithms. NIPS 1994: 585-592
	1993
7		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)
6		Vladimir Vapnik, Léon Bottou: Local Algorithms for Pattern Recognition and Dependencies Estimation. Neural Computation 5(6): 893-909 (1993)
	1992
5		Léon Bottou, Vladimir Vapnik: Local Learning Algorithms. Neural Computation 4(6): 888-900 (1992)
	1991
4		Isabelle Guyon, Vladimir Vapnik, Bernhard E. Boser, Léon Bottou, Sara A. Solla: Structural Risk Minimization for Character Recognition. NIPS 1991: 471-479
	1990
3		Léon Bottou, Patrick Gallinari: A Framework for the Cooperation of Learning Algorithms. NIPS 1990: 781-788
2		Léon Bottou, Françoise Fogelman-Soulié, Pascal Blanchet, Jean-Sylvain Liénard: Speaker-independent isolated digit recognition: Multilayer perceptrons vs. Dynamic time warping. Neural Networks 3(4): 453-465 (1990)
	1989
1		Léon Bottou, Françoise Fogelman-Soulié, Pascal Blanchet, Jean-Sylvain Liénard: Experiments with time delay networks and dynamic time warping for speaker independent isolated digits recognition. EUROSPEECH 1989: 2537-2540

Coauthor Index

1	Gökhan H. Bakir	[31]
2	Paolo Emilio Barbano	[34]
3	Andrea Basso	[21] [26]
4	Samy Bengio	[39]
5	Yoshua Bengio	[8] [10] [11] [15] [16] [17] [45]
6	James W. Bentz	[7]
7	William Bialek	[28]
8	Pascal Blanchet	[1] [2]
9	Antoine Bordes	[33] [35] [41] [43] [44] [47] [48]
10	Bernhard E. Boser	[4]
11	Olivier Bousquet	[40]
12	Mikio L. Braun	[39]
13	Jane Bromley	[7]
14	Jonathan Chang	[48]
15	Olivier Chapelle	[20]
16	M. Reha Civanlar	[12]
17	Ronan Collobert	[36] [37] [38] [49] [51]
18	Eric Cosatto	[30]
19	Andrea Pohoreckyj Danyluk	[46]
20	D. Delhomme	[34]
21	Igor Durdanovic	[30]
22	Seyda Ertekin	[33] [42] [50]
23	Françoise Fogelman-Soulié	[1] [2]
24	Patrick Gallinari	[3] [41] [44] [48]
25	Gilles Gasso	[53]
26	C. Lee Giles (Clyde Lee Giles)	[42] [50]
27	Hans Peter Graf	[30]
28	Isabelle Guyon	[4] [7]
29	Patrick Haffner	[11] [12] [13] [16] [17] [18] [19] [22]
30	Barry G. Haskell	[12]
31	Michael Hawrylycz	[25]
32	Geoffrey Holmes (Geoff Holmes)	[39]
33	Paul G. Howard	[11] [12] [15] [16] [18] [19]
34	Fu Jie Huang	[32]
35	Jian Huang	[42]
36	Michael Karlen	[49] [51]
37	Koray Kavukcuoglu	[49] [51]
38	Daphne Koller	[45]
39	Pavel P. Kuksa	[49] [51]
40	Yann LeCun	[7] [9] [10] [11] [12] [13] [16] [17] [18] [19] [22] [27] [32] [34] [39]
41	Jean-Sylvain Liénard	[1] [2]
42	Michael L. Littman	[46]
43	Artem Mikheev	[25]
44	Cliff Moore	[7]
45	Klaus-Robert Müller	[9] [39]
46	F. Ning	[34]
47	Cheng Soon Ong	[39]
48	Genevieve B. Orr	[9]
49	Jörn Ostermann	[12]
50	Aristidis Pappaioannou	[53]
51	Fernando Pereira (Fernando Manuel Bernardo Pereira)	[39]
52	F. Piano	[34]
53	Steven Pigeon	[14] [23]
54	Atul Puri	[12]
55	Lawrence Rabiner	[12]
56	Carl Edward Rasmussen	[39]
57	Gunnar Rätsch	[39]
58	Amy R. Reibman	[21] [24] [26]
59	Bill Riemers	[18]
60	Eduard Säckinger	[7]
61	Bernhard Schölkopf	[39]
62	Dale Schuurmans	[45]
63	Roopak Shah	[7]
64	Patrice Y. Simard (Patrice Simard)	[11] [13] [16]
65	Fabian H. Sinz	[36] [37] [38]
66	S. Alex Smith	[48]
67	Alexander J. Smola (Alex J. Smola)	[39]
68	Sara A. Solla	[4]
69	Sören Sonnenburg	[39]
70	Marina Spivak	[53]
71	Susanne Still	[28]
72	Nicolas Usunier	[43] [47]
73	Vladimir Vapnik	[4] [5] [6] [20] [30] [38]
74	Luc Vincent	[25]
75	Pascal Vincent	[18] [39]
76	Jason Weston	[20] [31] [33] [36] [37] [38] [39] [41] [49] [51]
77	Robert C. Williamson	[39]

Colors in the list of coauthors

Last update Sun May 27 04:04:01 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page