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| Seminar Schedule (Seminar Organizer: Prof. Ziv Bar-Joseph) | |
Machine Learning Lunch Seminar
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Fall 2008 Seminar
Date: September 15, 2008 Time: 4:30 PM - 00:00 AM () Location: Lower Level, CIC Bldg. Other Speaker: John Langford Director of Learning, Yahoo! Research Title: Importance Weighted Active Learning Abstract: I will present a family of active learning algorithms which is sound, practical, and broadly applicable. In more detail, the algorithm: (a) has provably bounded label complexity, even in the presence of adversarial noise. (b) yields computationally tractable algorithms, which work in practice. (c) applies to essentially all loss functions. (Joint work with Sanjoy Dasgupta and Alina Beygelzimer)
