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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. Contact Us. Princeton, Stanford, the University of Michigan and the University of Pennsylvania were the first universities to offer content on the platform. Daphne Koller. [15], She left Coursera in 2016 to become chief computing officer at Calico. Professor of Computer Science. Why you should listen. Our main research focus is on dealing with complex domains that involve large amounts of uncertainty. Andrew Ng Stanford University Verified email at cs.stanford.edu. Pathways Understanding. 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 Founder and CEO, insitro (we're hiring!). [19] She offered a free online course on the subject starting in February 2012. 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. Coursera was founded in 2012 by Stanford University computer science professors Andrew Ng and Daphne Koller. Daphne co-founded Coursera, the world’s largest online education platform. 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 (Stanford University) Date: 05/17/2012. Daphne was a Computer Science Professor at Stanford, co-founder and co-CEO of Coursera, and Chief Computing Officer of Calico. Her main research interest is in developing and using machine learning and probabilistic methods to model and analyze complex domains. Daphne Koller is CEO and Founder of insitro, a company applying machine learning to drug development. 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. [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. [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. She served as the co-CEO with Ng, and then as President of Coursera. Ng and Koller started offering their Stanford courses online in fall 2011, and soon after left Stanford to launch Coursera. 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: Calendar: Click herefor detailed information of all lectures, office hours, and due dates. Daphne Koller, associate professor of computer science at Stanford, has been named one of this year’s MacArthur Fellows. K-12 Free Education. Daphne Koller (Hebrew: דפנה קולר‎; born August 27, 1968) is an Israeli-American computer scientist. In this course, you'll learn about probabilistic graphical models, which are cool.. 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. Adjunct Professor, Computer Science. Background History. Professor Daphne Koller joined the faculty at Stanford University in 1995, where she is now the Rajeev Motwani Professor in the School of Engineering. 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: 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 work focuses on platform regulation and Internet users' rights. [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. She has been a Professor in the Department of Computer Science at Stanford University and a MacArthur Fellowship recipient. Daphne Koller (Hebrew: דפנה קולר‎; born August 27, 1968) is an Israeli-American computer scientist. She also served until 2015 as Associate General Counsel for Google, where she had primary responsibility for the company’s search products. Constructing small sample spaces satisfying given constraints, D. Koller and N. Megiddo. koller@cs.stanford.edu. Familiarity with programming, basic linear algebra (matrices, vectors, matrix-vector multiplication), and basic probability (random variables, basic properties of probability) is assumed. Co-founder, Coursera. 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. Corporate Author: Stanford University. Adjunct Professor, Computer Science Academic Appointments. 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. She is one of the founders of Coursera, an online education platform. 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: 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 … [18], In 2009, she published a textbook on probabilistic graphical models together with Nir Friedman. Contact Details. Recent Posts. Daphne Koller is the founder and leader of CURIS, Stanford's summer research experience for undergraduates in computer science -- a program that has trained … Previously she served as the Chief Computing Officer She has been a Professor in the Department of Computer Science at Stanford University[5] and a MacArthur Fellowship recipient. Her general research area is artificial intelligence and its applications in the biomedical sciences. Daphne Koller is the CEO and Founder of insitro, a startup company that aims to rethink drug development using machine learning. The site facilitates research and collaboration in academic endeavors. Daphne has taught Internet law at Stanford… DAGS - Daphne Koller's Research Group working on Probabilistic Reasoning with Bayesian Networks, Markov Decision Processes and Probabilistic Relational Models. There wasn’t enough of it and what there was, was often not well suited to the problems she wanted to solve. Professor of CS & Pathology at Stanford (now adjunct). Welcome to DAGS-- Professor Daphne Koller's research group. Her general research area is artificial intelligence[6][7] and its applications in the biomedical sciences. Proceedings of the 25th ACM Symposium on Theory of Computing (STOC), San Diego, California, May 1993, pages 268--277. [15] In 2018, she left Calico to start and lead Insitro, a drug discovery startup. Daphne Koller is part of Stanford Profiles, official site for faculty, postdocs, students and staff information (Expertise, Bio, Research, Publications, and more). 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 Koller is betting artificial intelligence can change that dynamic. Lise Getoor Professor of Computer Science, University of California, ... Daphne Koller. A logic for approximate reasoning, D. Koller and J.Y. School of Engineering Topic: Engineering schools Subject: Stanford University Language: English Course Description. 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. [14], She and Andrew Ng, a fellow Stanford computer science professor in the AI lab, launched Coursera in 2012. Verified email at insitro.com. [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. Halpern. Koller, whose work focuses on … CEO and Founder, insitro. 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. about: Significant insight about biological networks arises from the study of network motifs small wiring patterns that are overly abundant in the network. Stanford Profile. Lectures, office hours, and then as President of Coursera in February 2012 started their... Calico to start and lead insitro, a company applying machine learning enough of it and what was... A company applying machine learning which are cool approximate reasoning, D. Koller and.., Stanford, the University of Pennsylvania were the first universities to offer content the... Her main research interest is in developing and using machine learning featured in a 2004 MacArthur Fellowship.... 10 Emerging Technologies that Will change Your World… daphne Koller ( Hebrew: קולר‎. Her PhD at Stanford ( now adjunct ) for her creativity in the biomedical sciences of. 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Interest is in developing and using machine learning to drug development users ' rights launch Coursera, 1968 is...

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