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Léon Bottou: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Léon Bottou
    Stochastic Learning. [Citation Graph (0, 0)][DBLP]
    Advanced Lectures on Machine Learning, 2003, pp:146-168 [Conf]
  2. Patrick Haffner, Léon Bottou, Paul G. Howard, Patrice Simard, Yoshua Bengio, Yann LeCun
    Browsing through High Quality Document Images with DjVu. [Citation Graph (0, 0)][DBLP]
    ADL, 1998, pp:309-318 [Conf]
  3. Léon Bottou, Yoshua Bengio, Yann LeCun
    Global Training of Document Processing Systems Using Graph Transformer Networks. [Citation Graph (0, 0)][DBLP]
    CVPR, 1997, pp:489-494 [Conf]
  4. Yann LeCun, Fu Jie Huang, Léon Bottou
    Learning Methods for Generic Object Recognition with Invariance to Pose and Lighting. [Citation Graph (0, 0)][DBLP]
    CVPR (2), 2004, pp:97-104 [Conf]
  5. Artem Mikheev, Luc Vincent, Michael Hawrylycz, Léon Bottou
    Electronic Document Publishing Using DjVu. [Citation Graph (0, 0)][DBLP]
    Document Analysis Systems, 2002, pp:480-490 [Conf]
  6. Léon Bottou, Steven Pigeon
    Lossy Compression of Partially Masked Still Images. [Citation Graph (0, 0)][DBLP]
    Data Compression Conference, 1998, pp:528- [Conf]
  7. Léon Bottou, Paul G. Howard, Yoshua Bengio
    The Z-Coder Adaptive Binary Coder. [Citation Graph (0, 0)][DBLP]
    Data Compression Conference, 1998, pp:13-22 [Conf]
  8. Amy R. Reibman, Léon Bottou
    Managing Drift in DCT-Based Scalable Video Coding. [Citation Graph (0, 0)][DBLP]
    Data Compression Conference, 2001, pp:351-0 [Conf]
  9. Steven Pigeon, Léon Bottou
    Masked Wavelets: Applications to Image Compression. [Citation Graph (0, 0)][DBLP]
    Data Compression Conference, 2001, pp:510- [Conf]
  10. Antoine Bordes, Léon Bottou
    The Huller: A Simple and Efficient Online SVM. [Citation Graph (0, 0)][DBLP]
    ECML, 2005, pp:505-512 [Conf]
  11. Léon Bottou, Patrick Haffner, Yann LeCun
    Efficient Conversion of Digital Documents to Multilayer Raster Formats. [Citation Graph (0, 0)][DBLP]
    ICDAR, 2001, pp:444-0 [Conf]
  12. Patrick Haffner, Léon Bottou, Paul G. Howard, Yann LeCun
    DjVu: Analyzing and Compressing Scanned Documents for Internet Distribution. [Citation Graph (0, 0)][DBLP]
    ICDAR, 1999, pp:625-628 [Conf]
  13. Patrick Haffner, Yann LeCun, Léon Bottou, Paul G. Howard, Pascal Vincent, Bill Riemers
    Color Documents on the Web with DJVU. [Citation Graph (0, 0)][DBLP]
    ICIP (1), 1999, pp:239-243 [Conf]
  14. Amy R. Reibman, Léon Bottou, Andrea Basso
    DCT-based scalable video coding with drift. [Citation Graph (0, 0)][DBLP]
    ICIP (2), 2001, pp:989-992 [Conf]
  15. Ronan Collobert, Fabian H. Sinz, Jason Weston, Léon Bottou
    Trading convexity for scalability. [Citation Graph (0, 0)][DBLP]
    ICML, 2006, pp:201-208 [Conf]
  16. Jason Weston, Ronan Collobert, Fabian H. Sinz, Léon Bottou, Vladimir Vapnik
    Inference with the Universum. [Citation Graph (0, 0)][DBLP]
    ICML, 2006, pp:1009-1016 [Conf]
  17. Gökhan H. Bakir, Léon Bottou, Jason Weston
    Breaking SVM Complexity with Cross-Training. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  18. Léon Bottou, Yoshua Bengio
    Convergence Properties of the K-Means Algorithms. [Citation Graph (0, 0)][DBLP]
    NIPS, 1994, pp:585-592 [Conf]
  19. Léon Bottou, Yann LeCun
    Large Scale Online Learning. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  20. Léon Bottou, Patrick Gallinari
    A Framework for the Cooperation of Learning Algorithms. [Citation Graph (0, 0)][DBLP]
    NIPS, 1990, pp:781-788 [Conf]
  21. Olivier Chapelle, Jason Weston, Léon Bottou, Vladimir Vapnik
    Vicinal Risk Minimization. [Citation Graph (0, 0)][DBLP]
    NIPS, 2000, pp:416-422 [Conf]
  22. Hans Peter Graf, Eric Cosatto, Léon Bottou, Igor Dourdanovic, Vladimir Vapnik
    Parallel Support Vector Machines: The Cascade SVM. [Citation Graph (0, 0)][DBLP]
    NIPS, 2004, pp:- [Conf]
  23. Isabelle Guyon, Vladimir Vapnik, Bernhard E. Boser, Léon Bottou, Sara A. Solla
    Structural Risk Minimization for Character Recognition. [Citation Graph (0, 0)][DBLP]
    NIPS, 1991, pp:471-479 [Conf]
  24. Yann LeCun, Léon Bottou, Genevieve B. Orr, Klaus-Robert Müller
    Effiicient BackProp. [Citation Graph (0, 0)][DBLP]
    Neural Networks: Tricks of the Trade, 1996, pp:9-50 [Conf]
  25. Patrice Simard, Léon Bottou, Patrick Haffner, Yann LeCun
    Boxlets: A Fast Convolution Algorithm for Signal Processing and Neural Networks. [Citation Graph (0, 0)][DBLP]
    NIPS, 1998, pp:571-577 [Conf]
  26. Susanne Still, William Bialek, Léon Bottou
    Geometric Clustering Using the Information Bottleneck Method. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  27. Yann LeCun, Patrick Haffner, Léon Bottou, Yoshua Bengio
    Object Recognition with Gradient-Based Learning. [Citation Graph (0, 0)][DBLP]
    Shape, Contour and Grouping in Computer Vision, 1999, pp:319-0 [Conf]
  28. 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. [Citation Graph (0, 0)][DBLP]
    IJPRAI, 1993, v:7, n:4, pp:669-688 [Journal]
  29. Antoine Bordes, Seyda Ertekin, Jason Weston, Léon Bottou
    Fast Kernel Classifiers with Online and Active Learning. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2005, v:6, n:, pp:1579-1619 [Journal]
  30. Ronan Collobert, Fabian H. Sinz, Jason Weston, Léon Bottou
    Large Scale Transductive SVMs. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2006, v:7, n:, pp:1687-1712 [Journal]
  31. Léon Bottou, Françoise Fogelman-Soulié, P. Blanchet, Jean-Sylvain Liénard
    Speaker-independent isolated digit recognition: Multilayer perceptrons vs. Dynamic time warping. [Citation Graph (0, 0)][DBLP]
    Neural Networks, 1990, v:3, n:4, pp:453-465 [Journal]
  32. Amy R. Reibman, Léon Bottou, Andrea Basso
    Scalable video coding with managed drift. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Circuits Syst. Video Techn., 2003, v:13, n:2, pp:131-140 [Journal]
  33. F. Ning, D. Delhomme, Yann LeCun, F. Piano, Léon Bottou, Paolo Emilio Barbano
    Toward Automatic Phenotyping of Developing Embryos From Videos. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Image Processing, 2005, v:14, n:9, pp:1360-1371 [Journal]
  34. Antoine Bordes, Léon Bottou, Patrick Gallinari, Jason Weston
    Solving multiclass support vector machines with LaRank. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:89-96 [Conf]

  35. Learning on the border: active learning in imbalanced data classification. [Citation Graph (, )][DBLP]


  36. The Tradeoffs of Large Scale Learning. [Citation Graph (, )][DBLP]


  37. Sequence Labelling SVMs Trained in One Pass. [Citation Graph (, )][DBLP]


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