Problem of the Week
Hilton Memorial Lecture
Department of Mathematics and Statistics
|DATE:||Thursday, April 13, 2022|
|TIME:||1:15pm – 2:15pm|
|SPEAKER:||Wei Yang, Binghamton University|
|TITLE:||Unitary Neural Networks|
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.