Hamilton-Jacobi PDEs Culminating Workshop - IPAM

Hamilton-Jacobi PDEs Culminating Workshop

Part of the Long Program High Dimensional Hamilton-Jacobi PDEs
June 8 - 11, 2020

Schedule

All times in this Schedule are Pacific Time (PT)

Monday, June 8, 2020

Morning Session

08:15-12:00
Session Chair Adam Oberman (McGill University)
08:20-08:30
Welcome & Introduction (Dima Shlyakhtenko and Adam Oberman)
08:30-09:10
Lorenzo Rosasco (Università di Genova)
Efficient learning with random projections
09:20-09:30
Break
09:30-10:10
Andrew Stuart (California Institute of Technology)
Supervised Learning In Banach Space (Approximation Theory For Operators)
10:20-10:30
Break
10:30-11:10
Jianfeng Zhang (University of Southern California (USC))
HJB Equations in Wasserstein Space and Viscosity Solutions

Tuesday, June 9, 2020

Morning Session

08:15-12:00
Session Chair Levon Nurbekyan (UCLA)
08:30-09:10
Dima Shlyakhtenko (Institute for Pure and Applied Mathematics)
Large-N limit of random matrix models
09:20-09:30
Break
09:30-10:10
David Jekel (The Fields Institute for Research in Mathematical Sciences)
The large-$n$ behavior of certain random matrix models through free probability and non-commutative function theory
10:20-10:30
Break
10:30-10:50
Jerome Darbon (Brown University)
On Hamilton-Jacobi PDEs and image denoising models with non-additive noise
10:55-11:05
Break
11:05-11:25
Stanley Osher (University of California, Los Angeles (UCLA))
(joint talk with Wuchen Li) Controlling Propagation of Epidemics via Mean-Field Games

Wednesday, June 10, 2020

Afternoon Session

Schedule Change: No Talks on Wednesday, June 10 - Moved to Thursday, June 11 [In Observance of #ShutDownSTEM Day: shutdownstem.com]

Thursday, June 11, 2020

Morning Session

08:15-12:00
Session Chair Jerome Darbon (Brown University)
08:30-09:10
Augusto Gerolin (University of Ottawa)
Learning normalizing flows from Entropy-Kantorovich potentials
09:20-09:30
Break
09:30-10:10
Aaron Palmer (University of California, Los Angeles (UCLA))
The Ising Game
10:20-10:30
Break
10:30-10:50
Levon Nurbekyan (University of California, Los Angeles (UCLA))
Primal-dual methods for the mean-field game (MFG) and control (MFC) problems via monotone inclusions
10:55-11:15
Discussion and Closing Remarks (Adam Oberman)
11:15-11:15
Conclusion
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