BIMSA > Seminar on Control Theory and Nonlinear Filtering Bidirectional Recurrent Neural Networks Are Universal Smoothers
Bidirectional Recurrent Neural Networks Are Universal Smoothers
Organizer
Shing Toung Yau
Speaker
Yangtianze Tao
Time
Tuesday, November 22, 2022 9:00 PM - 9:30 PM
Venue
Online
Abstract
In the presentation, I will give the proof for the universal approximation theorem of the BRNN-based smoother, i.e., any filtering dynamics can be well-approximated by the forward recursions of BRNNs while the corresponding smoothing dynamics will also be well-approximated by the backward recursions of the BRNNs.