New Directions in Theoretical Machine Learning (2022)

Date & Time


Organizers:
Sanjeev Arora, Princeton University
Nina Balcan, Carnegie-Mellon University
Sham Kakade, University of Washington
Sanjoy Dasgupta, University of California, San Diego

The second Simons Symposium on New Directions in Theoretical Machine Learning will focus on the following questions:

  • Does lack of fundamental understanding hold back progress toward the goal of AI and general purpose learning agents?
  • What kinds of new fundamental models and understanding are needed?
  • Is current theory on the right path?

 

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