CiteSeerX — Advances in Large Margin Classifiers

Advances in Large Margin Classifiers (1999) [6 citations — 0 self]

@MISC{Smola99advancesin,
    author = {Alexander J. Smola and Peter Bartlett and Bernhard Schölkopf and Dale Schuurmans (Eds.)},
    title = {Advances in Large Margin Classifiers},
    year = {1999}
}

Citations

5044	Statistical Learning Theory – Vapnik - 1998
1073	A.J.: Learning with Kernels – Schölkopf, Smola - 2002
679	On the uniform convergence of relative frequencies of events to their probabilities. Theory of Probability and its Applications – Vapnik, Chervonenkis
564	Nonlinear component analysis as a kernel eigenvalue problem – Schölkopf, Smola, et al. - 1998
200	Structural risk minimization over data-dependent hierarchies – Shawe-Taylor, Bartlett, et al. - 1998
173	New support vector algorithms – Scholkopf, Smola, et al. - 2000
144	C: Mulit-class support vector machines – Weston, Watkins - 1998
130	Prediction with Gaussian Processes: From Linear Regression to Linear Prediction and Beyond,” Learning in graphical models – Williams - 1999
111	LOQO: an interior point code for quadratic programming – VANDERBEI - 1999
86	Comparing support vector machines with gaussian kernels to radial basis function classifiers – Scholkopf, Sung, et al. - 1996
84	Sharper bounds for Gaussian and empirical processes – Talagrand - 1994
58	On a kernel-based method for pattern recognition, regression, approximation and operator inversion – Smola, Scholkopf - 1998
56	Generalization performance of regularization networks and support vector machines via entropy numbers of compact operators – Williamson, Smola, et al. - 1998
33	General bounds on the number of examples needed for learning probabilistic concepts – Simon - 1993
31	General cost functions for support vector regression – Smola, Scholkopf, et al. - 1998
22	Training methods for adaptive boosting of neural networks – Schwenk, Bengio - 1998
21	LOQO user's manual -- version 3.10 – Vanderbei - 1997
11	Entropy numbers, operators and support vector kernels – Williamson, Smola, et al. - 1998
5	English translation – Nauka - 1979
5	Convergence rates of certain approximate solutions to fredholm integral equations of the first kind – Wahba - 1973
1	Schuurmans: Advances in Large Margin Classifiers 1999/07/12 09:57 REFERENCES 53 Andranik Tangian and Josef Gruber. Constructing quadratic and polynomial objective functions – Smola, Scholkopf - 1995

Advances in Large Margin Classifiers (1999) [6 citations — 0 self]

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