BIMSA > Seminar on Control Theory and Nonlinear Filtering Partial Differential Equations and Deep Learning
Partial Differential Equations and Deep Learning
Organizer
Shing Toung Yau
Speaker
Jia Yi Kang
Time
Friday, February 2, 2024 9:00 PM - 9:30 PM
Venue
Online
Abstract
One of the most promising areas in artificial intelligence is deep learning, a form of machine learning that uses neural networks containing many hidden layers. Recent success has led to breakthroughs in applications such as speech and image recognition. However, more theoretical insight is needed to create a rigorous scientific basis for designing and training deep neural networks, increasing their scalability, and providing insight into their reasoning.