Daphne Koller (born August 27, 1968) is an Israeli-American Professor in the Department of Computer Science at Stanford University and a MacArthur Fellowship recipient. She's also one of the founders of Coursera, an online education platform. Her general research area is artificial intelligence and its applications in the biomedical sciences. Koller was featured in a 2004 article by MIT Technology Review titled "10 Emerging Technologies That Will Change Your World" concerning the topic of Bayesian machine learning.
She received a bachelor's degree from the Hebrew University of Jerusalem in 1985, at the age of 17, and a master's degree from the same institution in 1986.
Koller completed her Ph.D. at Stanford in 1993 under the supervision of Joseph Halpern, did postdoctoral research at University of California, Berkeley from 1993 to 1995, and joined the faculty of the Stanford University Computer Science Department in 1995. She was named a MacArthur Fellow in 2004, was elected a member of the National Academy of Engineering in 2011 and was elected a fellow of the American Academy of Arts and Sciences in 2014.
In April 2008, Daphne Koller was awarded the first ever $150,000 ACM-Infosys Foundation Award in Computing Sciences.
In 2009, she published a textbook on probabilistic graphical models together with Nir Friedman. She offered a free online course on the subject starting in February 2012.
She and Andrew Ng, a fellow Stanford computer science professor in the AI lab, launched Coursera in 2012.
She is married to Dan Avida.
- ^ Koller Home page at Stanford
- ^ New York Times Profile of Daphne Koller "Pursuing the Next Level of Artificial Intelligence"
- ^ Daphne Koller's publications in DBLP
- ^ Daphne Koller's publications in PubMed
- ^ Segal, E.; Shapira, M.; Regev, A.; Pe'er, D.; Botstein, D.; Koller, D.; Friedman, N. (2003). "Module networks: Identifying regulatory modules and their condition-specific regulators from gene expression data". Nature Genetics 34 (2): 166–176. doi:10.1038/ng1165. PMID 12740579.
- ^ "10 Emerging Technologies That Will Change Your World", MIT Technology Review, February 2004
- ^ a b "Profile details: Daphne Koller". Marquis Who's Who. Retrieved August 7, 2012.
- ^ Daphne Koller's Academic Genealogy
- ^ $150,000 Prize to Stanford’s Koller for Groundbreaking Work in Making Computers Intelligent
- ^ Daphne Koller and Nir Friedman (2009). Probabilistic Graphical Models. MIT Press. ISBN 0-262-01319-3.
- ^ Probabilistic Graphical Models - Coursera class