Statistics Seminar
Department of Mathematics and Statistics
DATE: | Thursday, April 13, 2022 |
---|---|
TIME: | 1:15pm – 2:15pm |
LOCATION: | WH 100E |
SPEAKER: | Wei Yang, Binghamton University |
TITLE: | Unitary Neural Networks |
Abstract
Vanishing / exploding gradient problem often arises in training deep neural networks. One way to make the neural network more stable is to replace the weight matrices Unitary / Orthogonal matrices. But this comes with the cost of a more expensive training cost. We will study some applications and methods of training in the literature.