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Faculty Short Talks: Deepak Vasisht, "Low Latency Connectivity between Earth and Space" & Matus Telgarsky, "Deep learning theory, and the implicit bias of gradient descent."

Event Type
Seminar/Symposium
Sponsor
Illinois Computer Science
Location
Only for CS Faculty
Date
Nov 15, 2021   12:30 pm  
Views
38
Originating Calendar
Computer Science Speakers Calendar

Deepak Vasisht

Abstract: Low Earth Orbit satellites are becoming increasingly prominent for Internet connectivity and Earth Observation. I will talk about challenges in this emerging space and our lab's recent work.

Bio: Deepak Vasisht is an Assistant Professor in Computer Science at UIUC.

Deepak

Matus Telgarsky

Abstract: I work in deep learning theory, which is a fun topic because it is completely broken. As with other developments which broke the broader community's theoretical understanding (e.g., AdaBoost in the 1990s, not the 1890s), the insights needed to make better sense of deep learning also lead to theoretical tools which help with entirely different fields. In this talk, I will discuss one such tool: the implicit preference of standard optimization algorithms for simple solutions.

Matus

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