Olivier Bousquet

2007
36	EE	Léon Bottou, Olivier Bousquet: The Tradeoffs of Large Scale Learning. NIPS 2007
35	EE	Olivier Bousquet, André Elisseeff: Guest editorial: Learning theory. Machine Learning 66(2-3): 115-118 (2007)
34	EE	Gilles Blanchard, Olivier Bousquet, Laurent Zwald: Statistical properties of kernel principal component analysis. Machine Learning 66(2-3): 259-294 (2007)
2006
33	EE	Laurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet: Cascade Evaluation of Clustering Algorithms. ECML 2006: 574-581
2005
32	EE	Arthur Gretton, Olivier Bousquet, Alex J. Smola, Bernhard Schölkopf: Measuring Statistical Dependence with Hilbert-Schmidt Norms. ALT 2005: 63-77
31		Laurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet: SSC: statistical subspace clustering. EGC 2005: 177-182
30	EE	Jason Weston, Bernhard Schölkopf, Olivier Bousquet: Joint Kernel Maps. IWANN 2005: 176-191
29	EE	Joaquin Quiñonero Candela, Carl Edward Rasmussen, Fabian H. Sinz, Olivier Bousquet, Bernhard Schölkopf: Evaluating Predictive Uncertainty Challenge. MLCW 2005: 1-27
28	EE	Laurent Candillier, Isabelle Tellier, Fabien Torre, Olivier Bousquet: SSC: Statistical Subspace Clustering. MLDM 2005: 100-109
27	EE	Matthias Hein, Olivier Bousquet, Bernhard Schölkopf: Maximal margin classification for metric spaces. J. Comput. Syst. Sci. 71(3): 333-359 (2005)
26	EE	Arthur Gretton, Ralf Herbrich, Alexander J. Smola, Olivier Bousquet, Bernhard Schölkopf: Kernel Methods for Measuring Independence. Journal of Machine Learning Research 6: 2075-2129 (2005)
2004
25		Olivier Bousquet, Ulrike von Luxburg, Gunnar Rätsch: Advanced Lectures on Machine Learning, ML Summer Schools 2003, Canberra, Australia, February 2-14, 2003, Tübingen, Germany, August 4-16, 2003, Revised Lectures Springer 2004
24	EE	Ulrike von Luxburg, Olivier Bousquet, Mikhail Belkin: On the Convergence of Spectral Clustering on Random Samples: The Normalized Case. COLT 2004: 457-471
23	EE	Laurent Zwald, Olivier Bousquet, Gilles Blanchard: Statistical Properties of Kernel Principal Component Analysis. COLT 2004: 594-608
22	EE	Matthias Hein, Thomas Navin Lal, Olivier Bousquet: Hilbertian Metrics on Probability Measures and Their Application in SVM?s. DAGM-Symposium 2004: 270-277
21	EE	Ulrike von Luxburg, Olivier Bousquet, Mikhail Belkin: Limits of Spectral Clustering. NIPS 2004
20	EE	Ulrike von Luxburg, Olivier Bousquet, Bernhard Schölkopf: A Compression Approach to Support Vector Model Selection. Journal of Machine Learning Research 5: 293-323 (2004)
19	EE	Ulrike von Luxburg, Olivier Bousquet: Distance-Based Classification with Lipschitz Functions. Journal of Machine Learning Research 5: 669-695 (2004)
2003
18	EE	Olivier Bousquet, Stéphane Boucheron, Gábor Lugosi: Introduction to Statistical Learning Theory. Advanced Lectures on Machine Learning 2003: 169-207
17	EE	Stéphane Boucheron, Gábor Lugosi, Olivier Bousquet: Concentration Inequalities. Advanced Lectures on Machine Learning 2003: 208-240
16	EE	Ulrike von Luxburg, Olivier Bousquet: Distance-Based Classification with Lipschitz Functions. COLT 2003: 314-328
15	EE	Matthias Hein, Olivier Bousquet: Maximal Margin Classification for Metric Spaces. COLT 2003: 72-86
14	EE	Dengyong Zhou, Olivier Bousquet, Thomas Navin Lal, Jason Weston, Bernhard Schölkopf: Learning with Local and Global Consistency. NIPS 2003
13	EE	Olivier Bousquet, Olivier Chapelle, Matthias Hein: Measure Based Regularization. NIPS 2003
12	EE	Jean-Yves Audibert, Olivier Bousquet: PAC-Bayesian Generic Chaining. NIPS 2003
11	EE	Dengyong Zhou, Jason Weston, Arthur Gretton, Olivier Bousquet, Bernhard Schölkopf: Ranking on Data Manifolds. NIPS 2003
10		Jason Weston, Fernando Pérez-Cruz, Olivier Bousquet, Olivier Chapelle, André Elisseeff, Bernhard Schölkopf: Feature selection and transduction for prediction of molecular bioactivity for drug design. Bioinformatics 19(6): 764-771 (2003)
2002
9	EE	Peter L. Bartlett, Olivier Bousquet, Shahar Mendelson: Localized Rademacher Complexities. COLT 2002: 44-58
8	EE	Olivier Bousquet, Vladimir Koltchinskii, Dmitriy Panchenko: Some Local Measures of Complexity of Convex Hulls and Generalization Bounds. COLT 2002: 59-73
7	EE	Olivier Bousquet, Daniel J. L. Herrmann: On the Complexity of Learning the Kernel Matrix. NIPS 2002: 399-406
6	EE	Olivier Bousquet, André Elisseeff: Stability and Generalization. Journal of Machine Learning Research 2: 499-526 (2002)
5	EE	Olivier Bousquet, André Elisseeff: Stability and Generalization. Journal of Machine Learning Research 2: 499-526 (2002)
4	EE	Olivier Bousquet, Manfred K. Warmuth: Tracking a Small Set of Experts by Mixing Past Posteriors. Journal of Machine Learning Research 3: 363-396 (2002)
3		Olivier Chapelle, Vladimir Vapnik, Olivier Bousquet, Sayan Mukherjee: Choosing Multiple Parameters for Support Vector Machines. Machine Learning 46(1-3): 131-159 (2002)
2001
2	EE	Olivier Bousquet, Manfred K. Warmuth: Tracking a Small Set of Experts by Mixing Past Posteriors. COLT/EuroCOLT 2001: 31-47
2000
1		Olivier Bousquet, André Elisseeff: Algorithmic Stability and Generalization Performance. NIPS 2000: 196-202

Coauthor Index

1	Jean-Yves Audibert	[12]
2	Peter L. Bartlett	[9]
3	Mikhail Belkin	[21] [24]
4	Gilles Blanchard	[23] [34]
5	Léon Bottou	[36]
6	Stéphane Boucheron	[17] [18]
7	Joaquin Quiñonero Candela	[29]
8	Laurent Candillier	[28] [31] [33]
9	Olivier Chapelle	[3] [10] [13]
10	André Elisseeff	[1] [5] [6] [10] [35]
11	Arthur Gretton	[11] [26] [32]
12	Matthias Hein	[13] [15] [22] [27]
13	Ralf Herbrich	[26]
14	Daniel J. L. Herrmann	[7]
15	Vladimir Koltchinskii	[8]
16	Thomas Navin Lal	[14] [22]
17	Gábor Lugosi	[17] [18]
18	Ulrike von Luxburg	[16] [19] [20] [21] [24] [25]
19	Shahar Mendelson	[9]
20	Sayan Mukherjee	[3]
21	Dmitriy Panchenko	[8]
22	Fernando Pérez-Cruz	[10]
23	Carl Edward Rasmussen	[29]
24	Gunnar Rätsch	[25]
25	Bernhard Schölkopf	[10] [11] [14] [20] [26] [27] [29] [30] [32]
26	Fabian H. Sinz	[29]
27	Alexander J. Smola (Alex J. Smola)	[26] [32]
28	Isabelle Tellier	[28] [31] [33]
29	Fabien Torre	[28] [31] [33]
30	Vladimir Vapnik	[3]
31	Manfred K. Warmuth	[2] [4]
32	Jason Weston	[10] [11] [14] [30]
33	Dengyong Zhou	[11] [14]
34	Laurent Zwald	[23] [34]

Colors in the list of coauthors