dblp.uni-trier.dewww.uni-trier.de

Olivier Chapelle Vis

List of publications from the DBLP Bibliography Server - FAQ
Coauthor Index - Ask others: ACM DL/Guide - CiteSeerX - CSB - MetaPress - Google - Bing - Yahoo

*2009
37EEShihao Ji, Ke Zhou, Ciya Liao, Zhaohui Zheng, Gui-Rong Xue, Olivier Chapelle, Gordon Sun, Hongyuan Zha: Global ranking by exploiting user clicks. SIGIR 2009: 35-42
36EEOlivier Chapelle, Ya Zhang: A dynamic bayesian network click model for web search ranking. WWW 2009: 1-10
2008
35EEJacob Abernethy, Olivier Chapelle, Carlos Castillo: Web spam identification through content and hyperlinks. AIRWeb 2008: 41-44
34EEKilian Q. Weinberger, Olivier Chapelle: Large Margin Taxonomy Embedding for Document Categorization. NIPS 2008: 1737-1744
33EEOlivier Chapelle, Chuong B. Do, Quoc V. Le, Alexander J. Smola, Choon Hui Teo: Tighter Bounds for Structured Estimation. NIPS 2008: 281-288
32EEPaul N. Bennett, Ben Carterette, Olivier Chapelle, Thorsten Joachims: Beyond binary relevance: preferences, diversity, and set-level judgments. SIGIR Forum 42(2): 53-58 (2008)
2007
31EEZhaohui Zheng, Hongyuan Zha, Tong Zhang, Olivier Chapelle, Keke Chen, Gordon Sun: A General Boosting Method and its Application to Learning Ranking Functions for Web Search. NIPS 2007
30EEFabian H. Sinz, Olivier Chapelle, Alekh Agarwal, Bernhard Schölkopf: An Analysis of Inference with the Universum. NIPS 2007
29EEChristian Walder, Olivier Chapelle: Learning with Transformation Invariant Kernels. NIPS 2007
28EEOlivier Chapelle: Training a Support Vector Machine in the Primal. Neural Computation 19(5): 1155-1178 (2007)
2006
27EEOlivier Chapelle, Mingmin Chi, Alexander Zien: A continuation method for semi-supervised SVMs. ICML 2006: 185-192
26EEVikas Sindhwani, S. Sathiya Keerthi, Olivier Chapelle: Deterministic annealing for semi-supervised kernel machines. ICML 2006: 841-848
25EEOlivier Chapelle, Vikas Sindhwani, S. Sathiya Keerthi: Branch and Bound for Semi-Supervised Support Vector Machines. NIPS 2006: 217-224
24EEChristian Walder, Bernhard Schölkopf, Olivier Chapelle: Implicit Surfaces with Globally Regularised and Compactly Supported Basis Functions. NIPS 2006: 273-280
23EES. Sathiya Keerthi, Vikas Sindhwani, Olivier Chapelle: An Efficient Method for Gradient-Based Adaptation of Hyperparameters in SVM Models. NIPS 2006: 673-680
22EEChristian Walder, Bernhard Schölkopf, Olivier Chapelle: Implicit Surface Modelling with a Globally Regularised Basis of Compact Support. Comput. Graph. Forum 25(3): 635-644 (2006)
21EES. Sathiya Keerthi, Olivier Chapelle, Dennis DeCoste: Building Support Vector Machines with Reduced Classifier Complexity. Journal of Machine Learning Research 7: 1493-1515 (2006)
2005
20EEAdam Kowalczyk, Olivier Chapelle: An Analysis of the Anti-learning Phenomenon for the Class Symmetric Polyhedron. ALT 2005: 78-91
19EEChristian Walder, Olivier Chapelle, Bernhard Schölkopf: Implicit surface modelling as an eigenvalue problem. ICML 2005: 936-939
18EEMark Everingham, Andrew Zisserman, Christopher K. I. Williams, Luc J. Van Gool, Moray Allan, Christopher M. Bishop, Olivier Chapelle, Navneet Dalal, Thomas Deselaers, Gyuri Dorkó, Stefan Duffner, Jan Eichhorn, Jason D. R. Farquhar, Mario Fritz, Christophe Garcia, Tom Griffiths, Frédéric Jurie, Daniel Keysers, Markus Koskela, Jorma Laaksonen, Diane Larlus, Bastian Leibe, Hongying Meng, Hermann Ney, Bernt Schiele, Cordelia Schmid, Edgar Seemann, John Shawe-Taylor, Amos J. Storkey, Sándor Szedmák, Bill Triggs, Ilkay Ulusoy, Ville Viitaniemi, Jianguo Zhang: The 2005 PASCAL Visual Object Classes Challenge. MLCW 2005: 117-176
17EEGavin C. Cawley, Nicola L. C. Talbot, Olivier Chapelle: Estimating Predictive Variances with Kernel Ridge Regression. MLCW 2005: 56-77
2004
16EEOlivier Chapelle, Zaïd Harchaoui: A Machine Learning Approach to Conjoint Analysis. NIPS 2004
15EEHolger Fröhlich, Olivier Chapelle, Bernhard Schölkopf: Feature Selection for Support Vector Machines Using Genetic Algorithms. International Journal on Artificial Intelligence Tools 13(4): 791-800 (2004)
2003
14EEHolger Fröhlich, Olivier Chapelle, Bernhard Schölkopf: Feature Selection for Support Vector Machines by Means of Genetic Algorithms. ICTAI 2003: 142-148
13EEOlivier Bousquet, Olivier Chapelle, Matthias Hein: Measure Based Regularization. NIPS 2003
12 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
11EEOlivier Chapelle, Jason Weston, Bernhard Schölkopf: Cluster Kernels for Semi-Supervised Learning. NIPS 2002: 585-592
10EEJason Weston, Olivier Chapelle, André Elisseeff, Bernhard Schölkopf, Vladimir Vapnik: Kernel Dependency Estimation. NIPS 2002: 873-880
9 Olivier Chapelle, Vladimir Vapnik, Olivier Bousquet, Sayan Mukherjee: Choosing Multiple Parameters for Support Vector Machines. Machine Learning 46(1-3): 131-159 (2002)
8 Olivier Chapelle, Vladimir Vapnik, Yoshua Bengio: Model Selection for Small Sample Regression. Machine Learning 48(1-3): 9-23 (2002)
2001
7EEOlivier Chapelle, Bernhard Schölkopf: Incorporating Invariances in Non-Linear Support Vector Machines. NIPS 2001: 609-616
2000
6 Olivier Chapelle, Jason Weston, Léon Bottou, Vladimir Vapnik: Vicinal Risk Minimization. NIPS 2000: 416-422
5 Jason Weston, Sayan Mukherjee, Olivier Chapelle, Massimiliano Pontil, Tomaso Poggio, Vladimir Vapnik: Feature Selection for SVMs. NIPS 2000: 668-674
4 Vladimir Vapnik, Olivier Chapelle: Bounds on Error Expectation for Support Vector Machines. Neural Computation 12(9): 2013-2036 (2000)
1999
3EEOlivier Chapelle, Vladimir Vapnik: Model Selection for Support Vector Machines. NIPS 1999: 230-236
2EEOlivier Chapelle, Vladimir Vapnik, Jason Weston: Transductive Inference for Estimating Values of Functions. NIPS 1999: 421-427
1EEOlivier Chapelle, Patrick Haffner, Vladimir Vapnik: Support vector machines for histogram-based image classification. IEEE Transactions on Neural Networks 10(5): 1055-1064 (1999)

Coauthor Index

1Jacob Abernethy [35]
2Alekh Agarwal [30]
3Moray Allan [18]
4Yoshua Bengio [8]
5Paul N. Bennett [32]
6Christopher M. Bishop [18]
7Léon Bottou [6]
8Olivier Bousquet [9] [12] [13]
9Ben Carterette [32]
10Carlos Castillo [35]
11Gavin C. Cawley [17]
12Keke Chen [31]
13Mingmin Chi [27]
14Navneet Dalal [18]
15Dennis DeCoste [21]
16Thomas Deselaers [18]
17Chuong B. Do [33]
18Gyuri Dorkó [18]
19Stefan Duffner [18]
20Jan Eichhorn [18]
21André Elisseeff [10] [12]
22Mark Everingham [18]
23Jason D. R. Farquhar [18]
24Mario Fritz [18]
25Holger Fröhlich [14] [15]
26Christophe Garcia [18]
27Luc J. Van Gool [18]
28Tom Griffiths [18]
29Patrick Haffner [1]
30Zaïd Harchaoui [16]
31Matthias Hein [13]
32Shihao Ji [37]
33Thorsten Joachims [32]
34Frédéric Jurie [18]
35S. Sathiya Keerthi [21] [23] [25] [26]
36Daniel Keysers [18]
37Markus Koskela [18]
38Adam Kowalczyk [20]
39Jorma Laaksonen [18]
40Diane Larlus [18]
41Quoc V. Le [33]
42Bastian Leibe [18]
43Ciya Liao [37]
44Hongying Meng [18]
45Sayan Mukherjee [5] [9]
46Hermann Ney [18]
47Fernando Pérez-Cruz [12]
48Tomaso Poggio [5]
49Massimiliano Pontil [5]
50Bernt Schiele [18]
51Cordelia Schmid [18]
52Bernhard Schölkopf [7] [10] [11] [12] [14] [15] [19] [22] [24] [30]
53Edgar Seemann [18]
54John Shawe-Taylor [18]
55Vikas Sindhwani [23] [25] [26]
56Fabian H. Sinz [30]
57Alexander J. Smola (Alex J. Smola) [33]
58Amos J. Storkey [18]
59Gordon Sun [31] [37]
60Sándor Szedmák [18]
61Nicola L. C. Talbot [17]
62Choon Hui Teo [33]
63Bill Triggs [18]
64Ilkay Ulusoy [18]
65Vladimir Vapnik [1] [2] [3] [4] [5] [6] [8] [9] [10]
66Ville Viitaniemi [18]
67Christian Walder [19] [22] [24] [29]
68Kilian Q. Weinberger [34]
69Jason Weston [2] [5] [6] [10] [11] [12]
70Christopher K. I. Williams [18]
71Gui-Rong Xue [37]
72Hongyuan Zha [31] [37]
73Jianguo Zhang [18]
74Tong Zhang [31]
75Ya Zhang [36]
76Zhaohui Zheng [31] [37]
77Ke Zhou [37]
78Alexander Zien [27]
79Andrew Zisserman [18]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)