UC Irvine Today
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, 2018 at 2:00pm to 3:00pm
Donald Bren Hall, 4011
6210 Donald Bren Hall, Irvine, CA 92697