Daphne Koller | |
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Born | August 27, 1968 |
Residence | United States |
Nationality | Israel |
Fields | Artificial Intelligence |
Institutions | Stanford University |
Alma mater |
Stanford University (1993, PhD) Hebrew University of Jerusalem (1986, MS) |
Thesis | From Knowledge to Belief (1994) |
Doctoral advisor | Joseph Halpern |
Doctoral students | Eran Segal, Lise Getoor, Mehran Sahami, Ben Taskar |
Known for |
Machine Learning Graphical model MOOC (Coursera) |
Notable awards |
IJCAI Computers and Thought Award (2001) MacArthur Fellow (2004) |
Website ai |
"Daphne Koller: What we're learning from online education", TED talk, June 2012 | |
Daphne Koller, Co-Founder of Coursera – February 20, 2013, Darden School of Business |
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 is 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.