Incorporating Inductive Biases in Deep Learning for Improved Generalization
Department: Computer Science
Quarter: Spring 2022
Seminar Date: Apr 29, 2022
Speaker Name:
Rose Yu
Rose Yu
Organization:
UCSD
UCSD
Start Time:
End Time:
Speaker Website:
https://roseyu.com/
https://roseyu.com/
Bio:
Rose Yu is an assistant professor at UCSD in CSE and a primary faculty in the AI Group. She received her Ph.D. from USC and was a postdoc at CalTech. Her research focuses on advancing machine learnin…
Rose Yu is an assistant professor at UCSD in CSE and a primary faculty in the AI Group. She received her Ph.D. from USC and was a postdoc at CalTech. Her research focuses on advancing machine learnin…
Photo Link:
Summary:
Recent work has shown deep learning can significantly improve time series prediction and dynamics learning. However, the inability to generalize under distributional shift limits its applicability to…
Recent work has shown deep learning can significantly improve time series prediction and dynamics learning. However, the inability to generalize under distributional shift limits its applicability to…
Notes:
Host:
Host Notes:
Alt Text:
Video: