Frontiers in Computing + Mathematical Sciences Symposium

Frontiers in Computing and Mathematical Sciences

Monday, February 7, 2022
This event will take place in Zoom. Please contact Sydney Garstang for the Zoom link.

This Symposium features talks on recent advances in computing and mathematical sciences from talented faculty candidates!

Program -- http://cms.caltech.edu/frontiers

• 8:55am: Introduction
  Adam Wierman, Computing and Mathematical Sciences, Caltech
  
  
• 9:00am:  Spectral Independence: A New Tool to Analyze Markov Chains
  Kuikui Liu, University of Washington
  
  
• 10:15am: Training of Deep Neural Networks: Neural Tangent Kernel and Beyond
  Arthur Jacot, École Polytechnique Fédérale de Lausanne (EPFL)
  
  
• 11:30am: How to handle Biased Data and Multiple Agents in Machine Learning?
  Manolis Zampetakis, UC Berkeley
  
  
• 1:30pm: Toward Mathematical Understanding of Real-life Deep Learning
  Zhiyuan Li, Princeton University
  
  
• 2:45pm: Foundations of Cryptographic Proof Systems
  Alex Lombardi, MIT
  
  
• 4:00pm: Perceiving the World in 2D and 3D
  Georgia Gkioxari, Facebook AI Research