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Fokker-Planck-based Inverse Reinforcement Learning — A Physics-Constrained Approach to Markov Decision Process Models of Cell Dynamics
Presenter
- Krishna Garikipati
May 14, 2024
IMSI
An interacting particle consensus method for constrained global optimization
Presenter
- Yuhua Zhu
May 10, 2024
ICERM
Lily Reeves - Distances in hierarchical percolation - IPAM at UCLA
Presenter
- Lily Reeves
May 9, 2024
IPAM
Recent Advances in Weak From-Based Learning of Interacting Particle Systems
Presenter
- David Bortz
May 7, 2024
ICERM
Jelena Diakonikolas - Robust Learning of a Neuron: Bridging Computational Gaps Using Optimization
Presenter
- Jelena Diakonikolas
February 29, 2024
IPAM
Evidence bounds in singular models: probabilistic and variational perspective
Presenter
- Debdeep Pati
November 9, 2023
IMSI
Jarrod McClean - The role of data, precomputation, and communication in a quantum learning landscape
Presenter
- Jarrod McClean
October 20, 2023
IPAM