Halpern. [27], Koller is married to Dan Avida, a venture capitalist at Opus Capital. Co-founder, Coursera. Twenty years ago, when she first started using artificial intelligence to venture into medicine and biology, Koller was stymied by a lack of data. 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. DAGS - Daphne Koller's Research Group working on Probabilistic Reasoning with Bayesian Networks, Markov Decision Processes and Probabilistic Relational Models. 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. Welcome to DAGS-- Professor Daphne Koller's research group. 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. 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. [2] She is one of the founders of Coursera, an online education platform. Professor of CS & Pathology at Stanford (now adjunct). CEO and Founder, insitro. She has been a Professor in the Department of Computer Science at Stanford University and a MacArthur Fellowship recipient. Daphne Koller. [16], Koller is primarily interested in representation, inference, learning, and decision making, with a focus on applications to computer vision and computational biology. 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 Calendar: Click herefor detailed information of all lectures, office hours, and due dates. Adjunct Professor, Computer Science Academic Appointments. Daphne Koller is part of Stanford Profiles, official site for faculty, postdocs, students and staff information (Expertise, Bio, Research, Publications, and more). 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. [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 the founder and leader of CURIS, Stanford's summer research experience for undergraduates in computer science -- a program that has trained … Title: Daphne Koller. Corporate Author: Stanford University. 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. Daphne was the Rajeev Motwani Professor of Computer Science at Stanford University, where she served on the faculty for 18 years. Verified email at insitro.com. Contact Us. Daphne co-founded Coursera, the world’s largest online education platform. Stephen Gould, Tianshi Gao, Pawan Kumar, Ben Packer, Daphne Koller: Current Projects | Past Projects | Top . School of Engineering Topic: Engineering schools Subject: Stanford University Language: English Princeton, Stanford, the University of Michigan and the University of Pennsylvania were the first universities to offer content on the platform. There wasn’t enough of it and what there was, was often not well suited to the problems she wanted to solve. Why you should listen. 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. Margaret Jacks Hall Building 460 Stanford University Stanford, CA 94305-2150. Daphne Koller is the founder and leader of CURIS, Stanford's summer research experience for undergraduates in computer science -- a program that has trained … [17] Along with Suchi Saria and Anna Penn of Stanford University, Koller developed PhysiScore, which uses various data elements to predict whether premature babies are likely to have health issues. Twenty years ago, when she first started using artificial intelligence to venture into medicine and biology, Koller was stymied by a lack of data. Her main research interest is in developing and using machine learning and probabilistic methods to model and analyze complex domains. Daphne Koller Founder and CEO, insitro (we're hiring!). Familiarity with programming, basic linear algebra (matrices, vectors, matrix-vector multiplication), and basic probability (random variables, basic properties of probability) is assumed. [15] In 2018, she left Calico to start and lead Insitro, a drug discovery startup. Daphne Koller, associate professor of computer science at Stanford, has been named one of this year’s MacArthur Fellows. Daphne Koller is CEO and Founder of insitro, a company applying machine learning to drug development. 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 (Hebrew: דפנה קולר‎; born August 27, 1968) is an Israeli-American computer scientist. Recent Posts. Daphne Koller (Hebrew: דפנה קולר‎; born August 27, 1968) is an Israeli-American computer scientist. Her general research area is artificial intelligence[6][7] and its applications in the biomedical sciences. Constructing small sample spaces satisfying given constraints, D. Koller and N. Megiddo. Our main research focus is on dealing with complex domains that involve large amounts of uncertainty. 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: In April 2008, Koller was awarded the first ever $150,000 ACM-Infosys Foundation Award in Computing Sciences. Pathways Understanding. 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. [19] She offered a free online course on the subject starting in February 2012. Professor Daphne Koller joined the faculty at Stanford University in 1995, where she is now the Rajeev Motwani Professor in the School of Engineering. She has been a Professor in the Department of Computer Science at Stanford University[5] and a MacArthur Fellowship recipient. 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 Her work focuses on platform regulation and Internet users' rights. 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. 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: 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: Koller, whose work focuses on … about: Significant insight about biological networks arises from the study of network motifs small wiring patterns that are overly abundant in the network. [18], In 2009, she published a textbook on probabilistic graphical models together with Nir Friedman. 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. Stanford Profile. koller@cs.stanford.edu. Daphne Koller (Stanford University) Date: 05/17/2012. Markov Networks Laura machine learning computational biology computer vision … Daphne Koller is the CEO and Founder of insitro, a startup company that aims to rethink drug development using machine learning. Koller was featured in a 2004 article by MIT Technology Reviewtitled "10 Emerging Technologies That Will Change Your World… In this course, you'll learn about probabilistic graphical models, which are cool.. Andrew Ng Stanford University Verified email at cs.stanford.edu. Daphne Koller is enticing top universities to put their most intriguing courses online for free -- not just as a service, but as a way to research how people learn. A logic for approximate reasoning, D. Koller and J.Y. [14], She and Andrew Ng, a fellow Stanford computer science professor in the AI lab, launched Coursera in 2012. She also served until 2015 as Associate General Counsel for Google, where she had primary responsibility for the company’s search products. [20], Her former doctoral students include Lise Getoor,[3] Mehran Sahami,[3] Suchi Saria,[4] Eran Segal,[3] and Ben Taskar. Lise Getoor Professor of Computer Science, University of California, ... Daphne Koller. Course Description. 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. Ng and Koller started offering their Stanford courses online in fall 2011, and soon after left Stanford to launch Coursera. Previously she served as the Chief Computing Officer Adjunct Professor, Computer Science. Daphne Koller Stanford University. The site facilitates research and collaboration in academic endeavors. Daphne Koller won a 2004 MacArthur Fellowship for her creativity in the area of artificial intelligence. Daphne was a Computer Science Professor at Stanford, co-founder and co-CEO of Coursera, and Chief Computing Officer of Calico. [15], She left Coursera in 2016 to become chief computing officer at Calico. Her general research area is artificial intelligence and its applications in the biomedical sciences. She has served as the company’s Co-CEO and President and remains on the Coursera Board. Daphne Koller is betting artificial intelligence can change that dynamic. [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. She served as the co-CEO with Ng, and then as President of Coursera. Until 2020, Daphne was the Director of Intermediary Liability at Stanford’s Center for Internet and Society. [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. K-12 Free Education. She is one of the founders of Coursera, an online education platform. [12] She completed her PhD at Stanford in 1993 under the supervision of Joseph Halpern.[3]. Daphne Koller is betting artificial intelligence can change that dynamic. Professor of Computer Science. 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. Coursera was founded in 2012 by Stanford University computer science professors Andrew Ng and Daphne Koller. Contact Details. Background History. [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. 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. There wasn’t enough of it and what there was, was … Proceedings of the 25th ACM Symposium on Theory of Computing (STOC), San Diego, California, May 1993, pages 268--277. 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