Neural Networks and Optimization
Organizer
Speaker
Yangtianze Tao
Time
Tuesday, June 20, 2023 3:00 PM - 3:30 PM
Venue
数学系理科楼A-203
Abstract
In this report, we will introduce how to combine optimization with neural networks, more precisely, by embedding convex optimization process as a network layer into neural networks, enabling gradient propagation. This work is based on OptNet: Differentiable Optimization as a Layer in Neural Networks and Differentiable Convex Optimization Layers.