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Talks & Seminars
Title: Probabilistic and Geometric Methods in Learning: A Dynamical Systems Approach
Prof. Arnab Basu, IIM Bangalore
Date & Time: January 25, 2017 15:00
Venue: Lecture Hall, B Block, 03rd Floor, Department of Computer Science and Engineering, Kanwal Rekhi (KReSIT) Building
Abstract:
We talk about some problems in learning which this speaker has worked upon as well as are under investigation currently. In particular, we hope to discuss two examples: 1. Learning estimates of risk-sensitive cost functions. 2. Learning geometric structures of data. The tone is theoretical though links to possible applications to large-scale data analysis can be hopefully inferred.
Speaker Profile:
Arnab Basu works as an Associate Professor of Decision Sciences and Information Systems at IIM Bangalore. He has done a Ph. D. in Computer and System Sciences from TIFR and a B. Tech. (H) in CSE from IIT Kgp. His main research interests are in the areas of Learning Theory, Multi-Agent Systems and Control Theory.
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