Co-founder, Coursera. Daphne Koller speaking about transforming drug development at AWS re:Invent 2019 The separation was due largely to limitations in biological data — while access to large, rich data sets has driven the success of machine learning, such data sets are still rare in biology where data generation remains largely artisanal. Familiarity with programming, basic linear algebra (matrices, vectors, matrix-vector multiplication), and basic probability (random variables, basic properties of probability) is assumed. Daphne Koller (Hebrew: דפנה קולר‎; born August 27, 1968) is an Israeli-American computer scientist. She has been a Professor in the Department of Computer Science at Stanford University[5] and a MacArthur Fellowship recipient. Proceedings of the 25th ACM Symposium on Theory of Computing (STOC), San Diego, California, May 1993, pages 268--277. Calendar: Click herefor detailed information of all lectures, office hours, and due dates. Our work builds on the framework of probability theory, decision theory, and game theory, but uses techniques from artificial intelligence and computer science to allow us to apply this framework to complex real-world problems. Koller, whose work focuses on … Margaret Jacks Hall Building 460 Stanford University Stanford, CA 94305-2150. Professor Daphne Koller joined the faculty at Stanford University in 1995, where she is now the Rajeev Motwani Professor in the School of Engineering. Title: Daphne Koller. Public Policy Daphne Keller directs the Program on Platform Regulation at Stanford's Cyber Policy Center, and was formerly the Director of Intermediary Liability at CIS. Stephen Gould, Tianshi Gao, Pawan Kumar, Ben Packer, Daphne Koller: Current Projects | Past Projects | Top . Daphne Koller, associate professor of computer science at Stanford, is honored with MacArthur Fellowship for Work Using Computational Method Physical Description: 1 MiniDV tape Publication Info: cau and Stanford (Calif.) Imprint: Stanford (Calif.), September 29, 2004 Genre: Unedited footage Identifier: sc1125_s04_b05_04-0929-1 Notes: She was recognized for her contributions to online education by being named one of Newsweek's 10 Most Important People in 2010, Time magazine's 100 Most Influential People in 2012, and Fast Company's Most Creative People in 2014. The Stanford Pioneers in Science Series is sponsored by the Stanford Historical Society, School of Medicine, the Hoover Institution, Office of Public Affairs and Stanford Continuing Studies.-----DAPHNE KOLLER. 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. Daphne Koller is the founder and leader of CURIS, Stanford's summer research experience for undergraduates in computer science -- a program that has trained … There wasn’t enough of it and what there was, was often not well suited to the problems she wanted to solve. Her main research interest is in developing and using machine learning and probabilistic methods to model and analyze complex domains. [15] In 2018, she left Calico to start and lead Insitro, a drug discovery startup. Daphne Koller (Stanford University) Date: 05/17/2012. She has been a Professor in the Department of Computer Science at Stanford University and a MacArthur Fellowship recipient. Daphne co-founded Coursera, the world’s largest online education platform. Daphne Koller is CEO and Founder of insitro, a company applying machine learning to drug development. [14], She and Andrew Ng, a fellow Stanford computer science professor in the AI lab, launched Coursera in 2012. about: Significant insight about biological networks arises from the study of network motifs small wiring patterns that are overly abundant in the network. With Coursera (cofounded by Andrew Ng), each keystroke, quiz, peer-to-peer discussion and self-graded assignment builds an unprecedented pool of data on how knowledge is processed. There wasn’t enough of it and what there was, was … [3], Koller contributed one chapter to the 2018 book Architects of Intelligence: The Truth About AI from the People Building it by the American futurist Martin Ford. Daphne was the Rajeev Motwani Professor of Computer Science at Stanford University, where she served on the faculty for 18 years. Daphne has taught Internet law at Stanford… Professor of Computer Science. [18], In 2009, she published a textbook on probabilistic graphical models together with Nir Friedman. A 3rd generation Ph.D who is passionate about education, Stanford professor Daphne Koller is excited to be making the college experience available to anyone through her startup, Coursera.With classes from 85 top colleges, Coursera is an innovative model for online learning. Her work focuses on platform regulation and Internet users' rights. Course Description. Twenty years ago, when she first started using artificial intelligence to venture into medicine and biology, Koller was stymied by a lack of data. Daphne Koller. Daphne was a Computer Science Professor at Stanford, co-founder and co-CEO of Coursera, and Chief Computing Officer of Calico. machine learning computational biology computer vision … Verified email at insitro.com. Daphne Koller is betting artificial intelligence can change that dynamic. Koller was featured in a 2004 article by MIT Technology Reviewtitled "10 Emerging Technologies That Will Change Your World… Why you should listen. Daphne Koller, associate professor of computer science at Stanford, is honored with MacArthur Fellowship for Work Using Computational Method Physical Description: 1 MiniDV tape Publication Info: cau and Stanford (Calif.) Imprint: Stanford (Calif.), September 29, 2004 Genre: Unedited footage Identifier: sc1125_s04_b05_04-0929-1 Notes: She is one of the founders of Coursera, an online education platform. Background History. School of Earth, Energy and Environmental Sciences, Freeman Spogli Institute for International Studies, Institute for Computational and Mathematical Engineering (ICME), Institute for Human-Centered Artificial Intelligence (HAI), Institute for Stem Cell Biology and Regenerative Medicine, Stanford Institute for Economic Policy Research (SIEPR), Stanford Woods Institute for the Environment, Office of VP for University Human Resources, Office of Vice President for Business Affairs and Chief Financial Officer. Daphne Koller (Hebrew: דפנה קולר‎; born August 27, 1968) is an Israeli-American computer scientist. Corporate Author: Stanford University. Daphne Koller, associate professor of computer science at Stanford, is honored with MacArthur Fellowship for Work Using Computational Method Physical Description: 1 MiniDV tape Publication Info: cau and Stanford (Calif.) Imprint: Stanford (Calif.), September 29, 2004 Genre: Unedited footage Identifier: sc1125_s04_b05_04-0929-1 Notes: School of Engineering Topic: Engineering schools Subject: Stanford University Language: English by Stanford Engineering Staff November 10th, 2020 Daphne Koller, a veteran of AI, explains why she left academia for a chance to change the pharmaceutical industry. Welcome to DAGS-- Professor Daphne Koller's research group. [16], Koller is primarily interested in representation, inference, learning, and decision making, with a focus on applications to computer vision and computational biology. She has served as the company’s Co-CEO and President and remains on the Coursera Board. Description: Whereas technology and automation have made almost all segments of our economy vastly more efficient, education today isn’t much different than it was 300 years ago. Daphne Koller is the founder and leader of CURIS, Stanford's summer research experience for undergraduates in computer science -- a program that has trained … Daphne Koller is part of Stanford Profiles, official site for faculty, postdocs, students and staff information (Expertise, Bio, Research, Publications, and more). Adjunct Professor, Computer Science. Professor Daphne Koller Room 142, Gates Building 1A Computer Science Department Stanford University Stanford, CA 94305-9010 Phone: (650) 723-6598 Fax: (650) 725-1449 Recent Posts. Daphne Koller is betting artificial intelligence can change that dynamic. Halpern. Ng and Koller started offering their Stanford courses online in fall 2011, and soon after left Stanford to launch Coursera. [12] She completed her PhD at Stanford in 1993 under the supervision of Joseph Halpern.[3]. In April 2008, Koller was awarded the first ever $150,000 ACM-Infosys Foundation Award in Computing Sciences. Daphne Koller, associate professor of computer science at Stanford, has been named one of this year’s MacArthur Fellows. Princeton, Stanford, the University of Michigan and the University of Pennsylvania were the first universities to offer content on the platform. [10][11], Koller 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, at the age of 18. The site facilitates research and collaboration in academic endeavors. She also served until 2015 as Associate General Counsel for Google, where she had primary responsibility for the company’s search products. Daphne Koller is the CEO and Founder of insitro, a startup company that aims to rethink drug development using machine learning. [12], Media related to Daphne Koller at Wikimedia Commons, New York Times Profile of Daphne Koller ", "Daphne Koller: What we're learning from online education", Daphne Koller, Co-Founder of Coursera – February 20, 2013, Presidential Early Career Award for Scientists and Engineers, International Society for Computational Biology, "פרופ' דן שכטמן נבחר לאקדמיה האמריקנית לאמנויות ומדעים | Technion - Israel Institute of Technology", Pursuing the Next Level of Artificial Intelligence, "10 Emerging Technologies That Will Change Your World", "Daphne Koller Bids Farewell to Coursera, Hello to Calico - EdSurge News", "AI Researcher Daphne Koller Heading New Machine Learning Drug Discovery Venture", "10 Machine Learning Experts You Need to Know - Dataconomy", "Artificial Intelligence – A Brave New World for Pharma | eyeforpharma", "Probabilistic Graphical Models 1: Representation - Coursera", "Hennessy announces eight new Bass University Fellows", "February 13, 2017: The International Society for Computational Biology Names Seven Members as the ISCB Fellows Class of 2017", "The ACM AAAI Allen Newell,computer science and other disciplines", "This Is The Future Of AI According To 23 World-Leading AI Experts", https://en.wikipedia.org/w/index.php?title=Daphne_Koller&oldid=978913529, Fellows of the Association for the Advancement of Artificial Intelligence, Stanford University School of Engineering faculty, Members of the United States National Academy of Engineering, Fellows of the International Society for Computational Biology, Fellows of the American Academy of Arts and Sciences, Pages containing links to subscription-only content, Pages using infobox scientist with unknown parameters, Articles with unsourced statements from December 2018, Wikipedia articles with ACM-DL identifiers, Wikipedia articles with BIBSYS identifiers, Wikipedia articles with SUDOC identifiers, Wikipedia articles with WORLDCATID identifiers, Creative Commons Attribution-ShareAlike License, 2004: Oswald G. 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