This page is devoted to learning methods building on kernels, such as the support vector machine. It grew out of earlier pages at the Max Planck Institute for Biological Cybernetics and at GMD FIRST, snapshots of which can be found here and here. In those days, information about kernel methods was sparse and nontrivial to find, and the kernel machines web site acted as a central repository for the
David Mumford Archive for Reprints, Notes, Talks, and Blog The purpose of this web site I have lived through a startling transition in the mechanics of scholarly work. When I started as a graduate student, research was done in libraries, papers were in journals and books were treasured items for lifelong consultation. The background to this page is my wife's shot of the University Library in Coimb
MICHAEL KEARNS Professor and National Center Chair Department of Computer and Information Science at the University of Pennsylvania Founding Director, Warren Center for Network and Data Sciences Founder and former Director, Penn program in Networked and Social Systems Engineering Secondary Appointments in Economics, Statistics and Data Science (Wharton) and Operations, Information and Decisions (W
Wizard Book n. Hal Abelson's, Jerry Sussman's and Julie Sussman's Structure and Interpretation of Computer Programs (MIT Press, 1984; ISBN 0-262-01077-1), an excellent computer science text used in introductory courses at MIT. So called because of the wizard on the jacket. One of the bibles of the LISP/Scheme world. Also, less commonly, known as the Purple Book. from The New Hacker's Dictionary, 2
Fernando C. N. Pereira Andrew and Debra Rachleff Professor Dept of Computer and Information Science University of Pennsylvania On Leave I have just stepped down as chair of Penn's CIS department, after 6 1/2 action-filled years. The new department chair is Susan Davidson. I am on leave from Penn at Google in Mountain View. I'm continuing to work with my research group at Penn, but I
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