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Capacity of Neural Networks

The Algorithms, Combinatorics and Optimization Center at UC Irvine is proud to present Roman Vershynin, Professor of Mathematics, UCI.  Jointly with Pierre Baldi (Computer Science), Vershynin will discuss their discovery of a general capacity formula for all fully connected networks with the threshold activation function. The formula predicts, counterintuitively, that shallow networks have greater capacity than deep ones.

Thursday, November 29 at 2:00pm to 3:00pm

Donald Bren Hall, 4011
6210 Donald Bren Hall, Irvine, CA 92697

Event Type

Lectures / Presentations, Speakers, Technology

Audience

Faculty, General Public, Students, Graduate Students

Website

http://sites.uci.edu/acoi/seminar-ser...

Cost

Free

Department
Information & Computer Sciences
Hashtag

#UCIBrenICS

Event Sponsor

ACO Center @ UCI

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