Advances in Neural Information Processing Systems 19: Proceedings of the 2006 Conference - Hardcover

9780262195683: Advances in Neural Information Processing Systems 19: Proceedings of the 2006 Conference

Hardcover

ISBN 10: 0262195682 ISBN 13: 9780262195683

Verlag: MIT Press, 2007

Papers from the 2006 flagship meeting on neural computation, with contributions from physicists, neuroscientists, mathematicians, statisticians, and computer scientists.

The annual Neural Information Processing Systems (NIPS) conference is the flagship meeting on neural computation and machine learning. It draws a diverse group of attendees -- physicists, neuroscientists, mathematicians, statisticians, and computer scientists -- interested in theoretical and applied aspects of modeling, simulating, and building neural-like or intelligent systems. The presentations are interdisciplinary, with contributions in algorithms, learning theory, cognitive science, neuroscience, brain imaging, vision, speech and signal processing, reinforcement learning, and applications. Only twenty-five percent of the papers submitted are accepted for presentation at NIPS, so the quality is exceptionally high. This volume contains the papers presented at the December 2006 meeting, held in Vancouver.

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�ber die Autorinnen und Autoren

Bernhard Sch�lkopf is Director at the Max Planck Institute for Intelligent Systems in T�bingen, 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.

John Platt is the Manager of the Knowledge Tools group at Microsoft Research, and Program Chair of the 2006 NIPS conference.

Thomas Hofmann is a Director of Engineering at Google's Engineering Center in Zurich and Adjunct Associate Professor of Computer Science at Brown University.

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