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Hot Links
A curated collection of useful resources

AI Research Groups
MIT Artificial Intelligence Laboratory — my alma mater
Carnegie Mellon School of Computer Science
SRI International AI Center
AT&T Labs Research — great ML group
UC Berkeley CS Division
U of Toronto CS — Hinton's group doing interesting work on "Helmholtz machines"

Conferences & Journals
AAAI — American Association for Artificial Intelligence
IJCAI — International Joint Conference on AI
UAI — Conference on Uncertainty in AI
MLnet — European Machine Learning Network
Artificial Intelligence Journal (Elsevier)
JAIR — Journal of AI Research (free online!)

Software & Data
Bayesian Network Software — Kevin Murphy's comprehensive list
Netica — commercial BN tool (free student version)
HUGIN — another excellent BN package
UCI Machine Learning Repository — standard benchmark datasets
MLC++ — machine learning library in C++ from SGI

People Worth Following
Judea Pearl (UCLA) — the father of Bayesian networks
Geoffrey Hinton (Toronto) — watch this man's work on deep networks
Yann LeCun (AT&T) — convolutional networks for handwriting
Michael Kearns (Penn) — computational learning theory
Oren Etzioni (UW) — web-based AI, very forward-thinking
Patrick Winston (MIT) — my thesis advisor, a true generalist

Not Strictly Work
Dilbert — uncomfortably accurate about faculty meetings too
Salon Magazine — intelligent web journalism
NPR Online — because I can't always be in the car
Amazon.com — dangerous for my book budget
WebMuseum — stunning art collection online

Links last verified: August 1997. If you find a broken link, please let me know.

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