Members of the UC Santa Cruz Machine Learning group

Faculty

David Haussler

Professor David Haussler is involved in machine learning, decision theory, neural networks, computational biology, computational geometry, and theory of computation.

David Helmbold

David Helmbold's research interests lie in theoretical computer science, including combinatorial algorithms, machine learning, and parallel computation.

Manfred Warmuth

Manfred Warmuth came to the United States on a Fulbright Scholarship. His research interests include machine learning, on-line learning algorithms, parallel and distributed algorithms, and complexity theory.

Graduate students

Mark Herbster

Nigel Duffy

Nigel Duffy is a second year graduate student interested in computational learning theory, he maintains the UCSC Machine Learning Web Site.

Daniel Ford

Daniel Ford is a second year graduate student interested in computational learning theory and reinforcement learning.

Visiting Researchers

Arun Jagota

Arun Jagota is a research scientist in the department of computer science at UCSC. His research interests include recurrent neural networks and machine learning (gradient descent algorithms, convergence, loss bounds, and continuous-time versus discrete-time issues).

Claudio Gentile

Sandra Panizza