Computer Science Division

Contains description of research projects on segmentation, shape, object recognition, statistics of natural images, and human motion analysis. Publications, software and course materials are available for download.

Brief technical description with a useful photograph and diagram.

Many aspects of probabilistic modelling, identity uncertainty, expressive probability models.

Article about cracking the original Netscape encryption algorithm, and links to resources for generating crypto strength randomness.

Author of the very popular book on complexity theory. Home page with recent publications and links to courses.

Graphical models, machine learning, reinforcement learning.

John Lazarro and John Wawrzynek from the CS Division, UC Berkeley provide tutorials, downloads, manuals and links related to the Structured Audio format.

Formal introduction to latent semantic indexing. [PS format]

Graphical models, variational methods, machine learning, reasoning under uncertainty.