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Daphne Koller ( Hebrew: דפנה קולר; born August 27, 1968) is an Israeli-American computer scientist. She was a professor in the department of computer science at Stanford University [4] and a MacArthur Foundation fellowship recipient. [1] She is one of the founders of Coursera, an online education platform.
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Daphne Koller. CEO and Founder, insitro. Verified email at insitro.com. machine learning computational biology computer vision artificial intelligence. Articles Cited by Public access Co-authors. Title. Sort. Sort ... D Pe'er, D Botstein, D Koller, N Friedman. Nature genetics 34 (2), 166-176, 2003. 2188: 2003: Scape: shape completion and animation of people. D Anguelov, P Srinivasan, D Koller, S Thrun, J Rodgers, J Davis. ACM SIGGRAPH 2005 Papers, 408-416, 2005. 2182: 2005: Gene-expression ...
Daphne Koller is the founder and leader of CURIS, Stanford's summer research experience for undergraduates in computer science - a program that has trained more than 500 students in its decade of existence. In 2010, she initiated and piloted, in her Stanford class, the online education model that has led to the formation of the online courses ...
Daphne Koller. I am the Rajeev Motwani Professor in the Computer Science Department at Stanford University. I joined the department in September 1995. I also have a courtesy appointment in the Department of Pathology. I completed my PhD in 1993 at Stanford, and was a postdoctoral researcher at the ...
Daphne Koller is CEO and founder of insitro, a machine learning-driven drug discovery and development company transforming the way drugs are discovered and delivered to patients. She was the co-founder, co-CEO, and president of online education platform Coursera, the largest platform for massive open online courses (MOOCs), which has reached over 100 million learners worldwide. She is also the co-founder of Engageli, an interactive digital learning platform aimed at improving learning outcomes.
Nov 16, 2022 · Daphne Koller: One of the things that led me to come back to this field after a bit of a digression into online education at Coursera is that I felt like now is a time when we can really make a difference in applying machine learning to biomedical data. When I was at Stanford, a large data set was 200 samples. You felt lucky if you had 500. Now we’re in a world where there’s an unbelievable ability to both access and generate data that is fit for purpose for machine learning.
Daphne Koller. My main research focus is on using probabilistic models and machine learning to understand complex domains that involve large amounts of uncertainty. Within that topic, my work touches on many areas: representation, inference, learning, and decision making. We like to be driven by real-world problems, and therefore a lot of my ...
Andrew Ng. Daphne Koller. In 2011, Stanford University offered three online courses, which anyone in the world could enroll in and take for free. Together, these three courses had enrollments of ...
Welcome to DAGS-- Professor Daphne Koller's research group. Our main research focus is on dealing with complex domains that involve large amounts of uncertainty. 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.
Daphne Koller is the author of over 180 refereed publications, which have appeared in venues spanning Science, Nature Genetics, the Journal of Games and Economic Behavior, and a variety of conferences and journals in AI and Computer Science. She has received 9 best paper or best student paper awards, in conferences whose areas span computer vision, artificial intelligence, natural language, machine learning, and computational biology. ...
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. 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.
Nov 3, 2020 · Daphne Koller is betting artificial intelligence can change that dynamic. Twenty years ago, when she first started using artificial intelligence to venture into medicine and biology, Koller was stymied by a lack of data. There wasn’t enough of it and what there was, was often not well suited to the problems she wanted to solve. Fast-forward 20 years, however, and both the quantity and quality of data, and the tools for studying biology, have advanced so dramatically that the adjunct ...
Oct 25, 2023 · Koller explained a two-step process that can lead to novel drug targets for cancer. In the first step, Insitro machine learning AI technology is able to analyze images of cancerous tissue, a ...
Daphne Koller. I was born in Jerusalem, Israel. I came to the U.S. for my PhD on July 4, 1989 (Independence Day), and have lived here ever since with my husband, Dan Avida I like to read, listen to music, hike, and play with my two daughters. We particularly like to take vacations to exotic locations.
Jul 9, 2019 · Daphne Koller didn’t anticipate becoming a drug hunter when she joined Stanford University as a professor of machine learning in 1995. But after stumbling into biology a few years later because ...
Daphne Koller is part of Stanford Profiles, official site for faculty, postdocs, students and staff information (Expertise, Bio, Research, Publications, and more). The site facilitates research and collaboration in academic endeavors.
May 1, 2024 · More than 30 years ago, Daphne Koller was the first machine learning hire in Stanford University’s Computer Science department. Now, she is a celebrated professor, thought leader and biomedical machine learning pioneer. In addition to being well-known for her contributions to computer science, machine learning and biomedical engineering, Daphne co-founded online education platform Coursera with Andrew Ng in 2012. Until 2016, she served as the organisation’s co-CEO and President ...
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. While top schools have been putting lectures online for years ...
From teaching at Stanford to co-founding Coursera, insitro, and Engageli, Daphne Koller reflects on the importance of education, giving back, and cross-funct...
Daphne Koller: I teach the following three courses on a regular basis: Autumn: CS294a - Research project course on Holistic Scene Understanding. Winter: CS228 - Probabilistic Graphical Models: Principles and Techniques. Spring: CS228T - Probabilistic Graphical Models: Advanced Methods. In the past, I have taught: CS279 - Computational Methods for Analysis and Reconstruction of Biological Networks;
Dr. Daphne Koller is CEO and Founder of insitro, a machine learning-driven drug discovery and development company transforming the way drugs are discovered and delivered to patients.She was the co-founder, co-CEO, and President of online education platform Coursera, the largest platform for massive open online courses (MOOCs), which has reached over 100M learners worldwide.
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