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Publications

Publications | Technical Reports

Found 8 results

Filters: author is Vapnik [Clear All Filters]

2002

Choosing Multiple Parameters for Support Vector Machines Chapelle, O.; Vapnik, V.; Bousquet, O.; Mukherjee, S. , Machine Learning, Volume 46, Number 1, p.131-159, (2002)

Model Selection for Small Sample Regression Chapelle, O.; Vapnik, V.; Bengio, Y. , Machine Learning, Volume 48, Number 1-3, p.9-23, (2002)

2001

Feature Selection for Support Vector Machines Weston, J.; Mukherjee, S.; Chapelle, O.; Pontil, M.; Poggio, T.; Vapnik, V. , Advances in Neural Information Processing Systems 13, (2001)

Vicinal Risk Minimization Chapelle, O.; Weston, J.; Bottou, L.; Vapnik, V. , Advances in Neural Information Processing Systems 13, (2001)

2000

Bounds on Error Expectation for Support Vector Machines Vapnik, V.; Chapelle, O. , Neural Computation, Volume 12, Number 9, p.2013-2036, (2000)

Model Selection for Support Vector Machines Chapelle, O.; Vapnik, V. , Advances in Neural Information Processing Systems 12, (2000)

Transductive Inference for Estimating Values of Functions Chapelle, O.; Vapnik, V.; Weston, J. , Advances in Neural Information Processing Systems 12, (2000)

1999

Support vector machines for histogram-based image classification Chapelle, O.; Haffner, P.; Vapnik, V.N. , IEEE Transactions on Neural Networks, Sept, Volume 10, Number 5, p.1055-1064, (1999)