Daphne Koller | |
|---|---|
 Koller in 2019 | |
| Born | August 27, 1968 Israel[citation needed] |
| Education | Hebrew University of Jerusalem (BSc, MSc) Stanford University (PhD) |
| Known for | Machine learning Graphical models MOOCs Coursera |
| Awards | ISCB Fellow (2017) IJCAI Computers and Thought Award (2001) MacArthur Fellow (2004) PECASE (1999) ACM Prize in Computing (2007) |
| Scientific career | |
| Fields | Machine learning Computational biology Computer vision Artificial intelligence[1] |
| Institutions | Stanford University University of California, Berkeley |
| Thesis | From Knowledge to Belief (1994) |
| Doctoral advisor | Joseph Halpern |
| Doctoral students | |
| Website | ai |
Daphne Koller (Hebrew: דפנה קולר; born August 27, 1968) is an Israeli-American computer scientist. She was a professor in the department of computer science at Stanford University[4] and a MacArthur Foundation fellowship recipient.[1] She is one of the founders of Coursera, an online education platform. Her general research area is artificial intelligence[5][6] and its applications in the biomedical sciences.[7] Koller was featured in a 2004 article by MIT Technology Review titled "10 Emerging Technologies That Will Change Your World"[8] concerning the topic of Bayesian machine learning.[9][10]
- ^ a b Daphne Koller publications indexed by Google Scholar
- ^ a b c d Cite error: The named reference
mathgenewas invoked but never defined (see the help page). - ^ Saria, Suchi (2011). The digital patient : machine learning techniques for analyzing electronic health record data. stanford.edu (PhD thesis). Stanford University. OCLC 748681635.
- ^ "Daphne Koller". ai.stanford.edu.
- ^ New York Times Profile of Daphne Koller "Pursuing the Next Level of Artificial Intelligence"
- ^ Daphne Koller at DBLP Bibliography Server
- ^ 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. S2CID 6146032.
- ^ "10 Emerging Technologies That Will Change Your World", MIT Technology Review, February 2004
- ^ 2009. Graphical models (with Nir Friedman). MIT Press. ISBN 978-0262013192
- ^ Daphne Koller at TED
