High Dimensional Hamilton-Jacobi PDEs Tutorials - IPAM

High Dimensional Hamilton-Jacobi PDEs Tutorials

Part of the Long Program High Dimensional Hamilton-Jacobi PDEs
March 10 - 13, 2020

Schedule

All times in this Schedule are Pacific Time (PT)

Tuesday, March 10, 2020

Morning Session

08:00-08:55
Check-In/Light Breakfast (Hosted by IPAM)
08:55-09:00
Welcome & Opening Remarks: Dean Miguel García-Garibay (Dean of Physical Sciences, UCLA) and Dima Shlyakhtenko (Director, IPAM)
09:00-10:15
Adam Oberman (McGill University)
Generalization Theory in Machine Learning
10:15-10:45
Break
10:45-12:00
Adam Oberman (McGill University)
Gradient descent, Stochastic gradient descent, and acceleration

Afternoon Session

12:00-12:30
Core Orientation with IPAM Staff
12:30-14:00
Lunch (on your own)
14:00-15:15
Claire Tomlin (University of California, Berkeley (UC Berkeley))
Towards Real-Time Reachability, Part 1
15:15-15:45
Break
15:45-17:00
Claire Tomlin (University of California, Berkeley (UC Berkeley))
Towards Real-Time Reachability, Part 2

Wednesday, March 11, 2020

Morning Session

08:00-09:00
Check-In/Breakfast (Hosted by IPAM)
09:00-10:15
Wilfrid Gangbo (University of California, Los Angeles (UCLA))
Analytical Aspect of Mean Field Games, Part 1
10:15-10:45
Break
10:45-12:00
Wilfrid Gangbo (University of California, Los Angeles (UCLA))
Analytical Aspect of Mean Field Games, Part 2

Afternoon Session

12:00-14:00
Lunch (on your own)
14:00-15:15
Jeff Calder (University of Minnesota, Twin Cities)
An introduction to concentration of measure with applications to graph-based learning, Part 1
15:15-15:45
Break
15:45-17:00
Jeff Calder (University of Minnesota, Twin Cities)
An introduction to concentration of measure with applications to graph-based learning, Part 2

Thursday, March 12, 2020

Morning Session

08:00-09:00
Check-In/Breakfast (Hosted by IPAM)
09:00-10:15
Levon Nurbekyan (University of California, Los Angeles (UCLA))
Computational methods for mean-field games, Part 1
10:15-10:45
Break
10:45-12:00
Levon Nurbekyan (University of California, Los Angeles (UCLA))
Computational methods for mean-field games, Part 2

Afternoon Session

12:00-14:00
Lunch (on your own)
14:00-15:15
Dejan Slepcev (Carnegie Mellon University)
Variational problems and PDE on random structures, Part 1
15:15-15:45
Break
15:45-17:00
Dejan Slepcev (Carnegie Mellon University)
Variational problems and PDE on random structures, Part 2
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