Daphne Koller (Stanford University) Date: 05/17/2012. Bayesian Networks nodes = variables edges = direct influence Graph structure encodes independence assumptions: Jobconditionally independent of Intelligence given Grade 0% 50% 100% hard,high hard,low easy,high easy,low A B C CPD P(G|D,I) Job Grade SAT Difficulty Intelligence. Daphne co-founded Coursera, the world’s largest online education platform. Stanford Profile. Our main research focus is on dealing with complex domains that involve large amounts of uncertainty. She also served until 2015 as Associate General Counsel for Google, where she had primary responsibility for the company’s search products. Daphne Koller (Hebrew: דפנה קולר‎; born August 27, 1968) is an Israeli-American computer scientist. Daphne Koller is the Founder and CEO of insitro which is leveraging cutting-edge machine learning techniques to aid in the drug discovery and development process. Previously she served as the Chief Computing Officer Andrew Ng Stanford University Verified email at cs.stanford.edu. Contact Us. 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. In this course, you'll learn about probabilistic graphical models, which are cool.. She has been a Professor in the Department of Computer Science at Stanford University and a MacArthur Fellowship recipient. [27], Koller is married to Dan Avida, a venture capitalist at Opus Capital. A logic for approximate reasoning, D. Koller and J.Y. Constructing small sample spaces satisfying given constraints, D. Koller and N. Megiddo. She has served as the company’s Co-CEO and President and remains on the Coursera Board. 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. Her general research area is artificial intelligence and its applications in the biomedical sciences. Princeton, Stanford, the University of Michigan and the University of Pennsylvania were the first universities to offer content on the platform. Contact Details. Daphne Koller won a 2004 MacArthur Fellowship for her creativity in the area of artificial intelligence. Her work focuses on platform regulation and Internet users' rights. 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 Daphne was a Computer Science Professor at Stanford, co-founder and co-CEO of Coursera, and Chief Computing Officer of Calico. She is one of the founders of Coursera, an online education platform. [2] She is one of the founders of Coursera, an online education platform. Ng and Koller started offering their Stanford courses online in fall 2011, and soon after left Stanford to launch Coursera. School of Engineering Topic: Engineering schools Subject: Stanford University Language: English She served as the co-CEO with Ng, and then as President of Coursera. Markov Networks Laura Coursera was founded in 2012 by Stanford University computer science professors Andrew Ng and Daphne Koller. Adjunct Professor, Computer Science Academic Appointments. [19] She offered a free online course on the subject starting in February 2012. Daphne has taught Internet law at Stanford… Daphne Koller Stanford University. Daphne Koller is the CEO and Founder of insitro, a startup company that aims to rethink drug development using machine learning. [8] Koller was featured in a 2004 article by MIT Technology Review titled "10 Emerging Technologies That Will Change Your World"[9] concerning the topic of Bayesian machine learning. Daphne Koller is betting artificial intelligence can change that dynamic. Lise Getoor Professor of Computer Science, University of California, ... Daphne Koller. Koller was featured in a 2004 article by MIT Technology Reviewtitled "10 Emerging Technologies That Will Change Your World… Professor Daphne Koller joined the faculty at Stanford University in 1995, where she is now the Rajeev Motwani Professor in the School of Engineering. K-12 Free Education. 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. She has been a Professor in the Department of Computer Science at Stanford University[5] and a MacArthur Fellowship recipient. After her PhD, Koller did postdoctoral research at University of California, Berkeley from 1993 to 1995,[13] and joined the faculty of the Stanford University Computer Science Department in 1995. Pathways Understanding. CEO and Founder, insitro. Calendar: Click herefor detailed information of all lectures, office hours, and due dates. Daphne Koller is the founder and leader of CURIS, Stanford's summer research experience for undergraduates in computer science -- a program that has trained … Proceedings of the 25th ACM Symposium on Theory of Computing (STOC), San Diego, California, May 1993, pages 268--277. Professor of CS & Pathology at Stanford (now adjunct). Co-founder, Coursera. [15], She left Coursera in 2016 to become chief computing officer at Calico. The site facilitates research and collaboration in academic endeavors. [18], In 2009, she published a textbook on probabilistic graphical models together with Nir Friedman. Daphne was the Rajeev Motwani Professor of Computer Science at Stanford University, where she served on the faculty for 18 years. There wasn’t enough of it and what there was, was often not well suited to the problems she wanted to solve. [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. Villard Fellow for Undergraduate Teaching at Stanford University, This page was last edited on 17 September 2020, at 17:51. Her general research area is artificial intelligence[6][7] and its applications in the biomedical sciences. In April 2008, Koller was awarded the first ever $150,000 ACM-Infosys Foundation Award in Computing Sciences. Recent Posts. Margaret Jacks Hall Building 460 Stanford University Stanford, CA 94305-2150. koller@cs.stanford.edu. machine learning computational biology computer vision … 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 CEO and Founder of insitro, a company applying machine learning to drug development. Adjunct Professor, Computer Science. Daphne Koller is betting artificial intelligence can change that dynamic. 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: [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. Until 2020, Daphne was the Director of Intermediary Liability at Stanford’s Center for Internet and Society. 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: Dorsa Sadigh and Chelsea Finn Win the Best Paper Award at CORL 2020; Chirpy Cardinal Wins Second Place in the Alexa Prize; Chelsea Finn and Jiajun Wu Receive Samsung AI Researcher of the Year Awards Corporate Author: Stanford University. 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. Daphne Koller Founder and CEO, insitro (we're hiring!).

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