Ph.D. student Trent Kyono begins his mini-seminar with a high-level introduction to transfer learning, and explains the value of being able to translate knowledge learned when solving one problem to other problems. Trent then focuses on the problem of domain adaptation, explaining the shortcomings of currently prevalent approaches and demonstrating the effectiveness of a newly-developed unsupervised domain adaptation method.
Learn more about this event and the lab's research: https://www.vanderschaar-lab.com/open...
The lab's publications are here: https://www.vanderschaar-lab.com/publ...
Mihaela van der Schaar on Twitter: / mihaelavds
Mihaela van der Schaar on LinkedIn: / mihaela-van-der-schaar