Bernhard Schölkopf

Bernhard Schölkopf is Professor and Director at the Max Planck Institute for Biological Cybernetics in Tübingen, Germany. He is coauthor of Learning with Kernels (2002) and is a coeditor of Advances in Kernel Methods: Support Vector Learning (1998), Advances in Large-Margin Classifiers (2000), and Kernel Methods in Computational Biology (2004), all published by the MIT Press.

		Semi-Supervised Learning Olivier Chapelle, Bernhard Schölkopf and Alexander Zien (Eds.) Paper / March 2010 A comprehensive review of an area of machine learning that deals with the use of unlabeled data in classification problems: state-of-the-art algorithms, a taxonomy of the field, applications, benchmark experiments, and directions for future research. Price $26.00 | NOT YET AVAILABLE FOR ORDERING
		Advances in Neural Information Processing Systems 19 Proceedings of the 2006 Conference Bernhard Schölkopf, John Platt and Thomas Hofmann (Eds.) Cloth / September 2007 The annual Neural Information Processing Systems (NIPS) conference is the flagship meeting on neural computation and machine learning. This volume contains the papers presented at the December 2006 meeting, held in Vancouver. Price $100.00 | ADD TO CART
		Predicting Structured Data Gökhan H. Bakir, Thomas Hofmann, Bernhard Schölkopf, Alexander J. Smola, Ben Taskar and S. V. N. Vishwanathan (Eds.) Cloth / September 2007 State-of-the-art algorithms and theory in a novel domain of machine learning, prediction when the output has structure. Price $47.00 | ADD TO CART
		Semi-Supervised Learning Olivier Chapelle, Bernhard Schölkopf and Alexander Zien (Eds.) Cloth / September 2006 A comprehensive review of an area of machine learning that deals with the use of unlabeled data in classification problems: state-of-the-art algorithms, a taxonomy of the field, applications, benchmark experiments, and directions for future research. Price $52.00 | ADD TO CART
		Advances in Neural Information Processing Systems 18 Proceedings of the 2005 Conference Yair Weiss, Bernhard Schölkopf and John Platt (Eds.) Cloth / May 2006 Papers from the 2005 flagship meeting on neural computation, with contributions from physicists, neuroscientists, mathematicians, statisticians, and computer scientists. Price $100.00 | ADD TO CART
		Kernel Methods in Computational Biology Bernhard Schölkopf, Koji Tsuda and Jean-Philippe Vert (Eds.) Cloth / August 2004 A detailed overview of current research in kernel methods and their application to computational biology. Price $53.00 | ADD TO CART
		Advances in Neural Information Processing Systems 16 Proceedings of the 2003 Conference Sebastian Thrun, Lawrence K. Saul and Bernhard Schölkopf (Eds.) Cloth / June 2004 Papers presented at the 2003 Neural Information Processing Conference by leading physicists, neuroscientists, mathematicians, statisticians, and computer scientists. Price $100.00 | ADD TO CART
		Learning with Kernels Support Vector Machines, Regularization, Optimization, and Beyond Bernhard Schölkopf and Alexander J. Smola Cloth / December 2001 A comprehensive introduction to Support Vector Machines and related kernel methods. Price $75.00 | ADD TO CART
		Advances in Large-Margin Classifiers Peter J. Bartlett, Bernhard Schölkopf, Dale Schuurmans and Alex J Smola (Eds.) Cloth / October 2000 The book provides an overview of recent developments in large margin classifiers, examines connections with other methods (e.g., Bayesian inference), and identifies strengths and weaknesses of the method, as well as directions for future research. Price $55.00 | ADD TO CART
		Advances in Kernel Methods Support Vector Learning Bernhard Schölkopf, Christopher J. C. Burges and Alexander J. Smola (Eds.) Cloth / December 1998 OUT OF STOCK