معرفی
Professor Daphne Koller is an Adjunct Professor in the Computer Science Department at Stanford University's School of Engineering. Her research focuses on probabilistic models, machine learning, and their applications in computer vision and computational biology/medicine. She leads the DAGS research group, mentoring numerous PhD students and postdocs. Notable former students include Ben Taskar (University of Pennsylvania faculty), Carlos Guestrin (Carnegie Mellon faculty), and Su-In Lee (University of Washington faculty).
- Education: PhD in Computer Science (moved to the U.S. for studies in 1989)
Research Interests: Probabilistic reasoning under uncertainty, structured prediction in biological systems, and AI-driven medical decision-making. Her work bridges theoretical foundations with real-world applications in vision and healthcare.
Professional Activities include chairing NIPS 2008/2007, UAI 2002 conferences, and serving as associate editor for Journal of Machine Learning Research and Machine Learning.
Team: Current students include Alexis Battle, Andrew Beck, and Suchi Saria. Past students have contributed to top institutions and tech companies like Google and Facebook.
