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Léon Bottou
2010 – today
- 2012
[p2]Yann LeCun, Léon Bottou, Genevieve B. Orr, Klaus-Robert Müller: Efficient BackProp. Neural Networks: Tricks of the Trade (2nd ed.) 2012: 9-48- [p1]Léon Bottou: Stochastic Gradient Descent Tricks. Neural Networks: Tricks of the Trade (2nd ed.) 2012: 421-436
- [e3]Peter L. Bartlett, Fernando C. N. Pereira, Christopher J. C. Burges, Léon Bottou, Kilian Q. Weinberger (Eds.): Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States. 2012
- [i3]Léon Bottou, Jonas Peters, Joaquin Quiñonero Candela, Denis Xavier Charles, Max Chickering, Elon Portugaly, Dipankar Ray, Patrice Simard, Ed Snelson: Counterfactual Reasoning and Learning Systems. CoRR abs/1209.2355 (2012)
- 2011
- [j17]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)
- [j16]Seyda Ertekin, Léon Bottou, C. Lee Giles: Nonconvex Online Support Vector Machines. IEEE Trans. Pattern Anal. Mach. Intell. 33(2): 368-381 (2011)
- [j15]Gilles Gasso, Aristidis Pappaioannou, Marina Spivak, Léon Bottou: Batch and online learning algorithms for nonconvex neyman-pearson classification. ACM TIST 2(3): 28 (2011)
- [i2]
- [i1]Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, Pavel P. Kuksa: Natural Language Processing (almost) from Scratch. CoRR abs/1103.0398 (2011)
- 2010
- [j14]Nicolas Usunier, Antoine Bordes, Léon Bottou: Guarantees for Approximate Incremental SVMs. Journal of Machine Learning Research - Proceedings Track 9: 884-891 (2010)
- [j13]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)
2000 – 2009
- 2009
- [j12]Antoine Bordes, Léon Bottou, Patrick Gallinari: SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent. Journal of Machine Learning Research 10: 1737-1754 (2009)
- [e2]Andrea Pohoreckyj Danyluk, Léon Bottou, Michael L. Littman (Eds.): Proceedings of the 26th Annual International Conference on Machine Learning, ICML 2009, Montreal, Quebec, Canada, June 14-18, 2009. ACM International Conference Proceeding Series 382, ACM 2009, ISBN 978-1-60558-516-1
- [e1]Daphne Koller, Dale Schuurmans, Yoshua Bengio, Léon Bottou (Eds.): 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
- 2008
- [c32]Antoine Bordes, Nicolas Usunier, Léon Bottou: Sequence Labelling SVMs Trained in One Pass. ECML/PKDD (1) 2008: 146-161
- 2007
- [j11]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)
- [c31]Seyda Ertekin, Jian Huang, Léon Bottou, C. Lee Giles: Learning on the border: active learning in imbalanced data classification. CIKM 2007: 127-136
- [c30]Antoine Bordes, Léon Bottou, Patrick Gallinari, Jason Weston: Solving multiclass support vector machines with LaRank. ICML 2007: 89-96
- [c29]
- 2006
- [j10]Ronan Collobert, Fabian H. Sinz, Jason Weston, Léon Bottou: Large Scale Transductive SVMs. Journal of Machine Learning Research 7: 1687-1712 (2006)
- [c28]Ronan Collobert, Fabian H. Sinz, Jason Weston, Léon Bottou: Trading convexity for scalability. ICML 2006: 201-208
- [c27]Jason Weston, Ronan Collobert, Fabian H. Sinz, Léon Bottou, Vladimir Vapnik: Inference with the Universum. ICML 2006: 1009-1016
- 2005
- [j9]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)
- [j8]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)
- [c26]
- 2004
- [c25]Yann LeCun, Fu Jie Huang, Léon Bottou: Learning Methods for Generic Object Recognition with Invariance to Pose and Lighting. CVPR (2) 2004: 97-104
- [c24]
- [c23]Hans Peter Graf, Eric Cosatto, Léon Bottou, Igor Durdanovic, Vladimir Vapnik: Parallel Support Vector Machines: The Cascade SVM. NIPS 2004
- 2003
- [j7]Amy R. Reibman, Léon Bottou, Andrea Basso: Scalable video coding with managed drift. IEEE Trans. Circuits Syst. Video Techn. 13(2): 131-140 (2003)
- [c22]
- [c21]
- [c20]Susanne Still, William Bialek, Léon Bottou: Geometric Clustering Using the Information Bottleneck Method. NIPS 2003
- 2002
- [c19]Artem Mikheev, Luc Vincent, Michael Hawrylycz, Léon Bottou: Electronic Document Publishing Using DjVu. Document Analysis Systems 2002: 480-490
- 2001
- [c18]Amy R. Reibman, Léon Bottou: Managing Drift in DCT-Based Scalable Video Coding. Data Compression Conference 2001: 351-
- [c17]Steven Pigeon, Léon Bottou: Masked Wavelets: Applications to Image Compression. Data Compression Conference 2001: 510
- [c16]Léon Bottou, Patrick Haffner, Yann LeCun: Efficient Conversion of Digital Documents to Multilayer Raster Formats. ICDAR 2001: 444-
- [c15]Amy R. Reibman, Léon Bottou, Andrea Basso: DCT-based scalable video coding with drift. ICIP (2) 2001: 989-992
- 2000
- [c14]Olivier Chapelle, Jason Weston, Léon Bottou, Vladimir Vapnik: Vicinal Risk Minimization. NIPS 2000: 416-422
1990 – 1999
- 1999
- [c13]Patrick Haffner, Léon Bottou, Paul G. Howard, Yann LeCun: DjVu: Analyzing and Compressing Scanned Documents for Internet Distribution. ICDAR 1999: 625-628
- [c12]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
- [c11]Yann LeCun, Patrick Haffner, Léon Bottou, Yoshua Bengio: Object Recognition with Gradient-Based Learning. Shape, Contour and Grouping in Computer Vision 1999: 319-
- 1998
- [j6]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)
- [j5]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)
- [c10]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
- [c9]Léon Bottou, Paul G. Howard, Yoshua Bengio: The Z-Coder Adaptive Binary Coder. Data Compression Conference 1998: 13-22
- [c8]Léon Bottou, Steven Pigeon: Lossy Compression of Partially Masked Still Images. Data Compression Conference 1998: 528
- [c7]Patrice Simard, Léon Bottou, Patrick Haffner, Yann LeCun: Boxlets: A Fast Convolution Algorithm for Signal Processing and Neural Networks. NIPS 1998: 571-577
- 1997
- [c6]Léon Bottou, Yoshua Bengio, Yann LeCun: Global Training of Document Processing Systems Using Graph Transformer Networks. CVPR 1997: 489-494
- 1996
- [c5]Yann LeCun, Léon Bottou, Genevieve B. Orr, Klaus-Robert Müller: Effiicient BackProp. Neural Networks: Tricks of the Trade 1996: 9-50
- 1994
- [c4]
- 1993
- [j4]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)
- [j3]Vladimir Vapnik, Léon Bottou: Local Algorithms for Pattern Recognition and Dependencies Estimation. Neural Computation 5(6): 893-909 (1993)
- 1992
- [j2]
- 1991
- [c3]Isabelle Guyon, Vladimir Vapnik, Bernhard E. Boser, Léon Bottou, Sara A. Solla: Structural Risk Minimization for Character Recognition. NIPS 1991: 471-479
- 1990
- [j1]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)
- [c2]Léon Bottou, Patrick Gallinari: A Framework for the Cooperation of Learning Algorithms. NIPS 1990: 781-788
1980 – 1989
- 1989
- [c1]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
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last updated on 2013-10-02 11:17 CEST by the dblp team