Pedro Domingos

Pedro Domingos
Residence Seattle, WA
Fields Artificial intelligence
machine learning
data science
Institutions University of Washington
Alma mater University of California, Irvine (PhD 1997, MS 1994)
Instituto Superior Técnico (MS 1992;Licentiate 1988)
Thesis A Unified Approach to Concept Learning (1997)
Doctoral advisor Dennis F. Kibler
Notable awards SIGKDD Innovation Award (2014)
AAAI Fellow (2010)
Sloan Fellowship (2003)
Fulbright Scholarship
Website
homes.cs.washington.edu/~pedrod/

Pedro Domingos is Professor at University of Washington. He is a researcher in machine learning and known for markov logic network enabling uncertain inference.

Biography

Domingos received an undergraduate degree and M.S. from Instituto Superior Técnico (IST). And then at University of California, Irvine, he received an M.S. and Ph.D. After spending two years as an assistant professor at IST, he joined University of Washington in 1999 and now is a professor.

Research

Markov logic network

Main article: Markov logic network

Awards and honors

for his foundational research in data stream analysis, cost-sensitive classification, adversarial learning, and Markov logic networks, as well as applications in viral marketing and information integration.
For significant contributions to the field of machine learning and to the unification of first-order logic and probability.

Selected works

Books

Articles

References


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