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Strong Average-Case Circuit Lower Bounds from Non-trivial Derandomization
Presenter
- Lijie Chen
February 24, 2020
IAS
Rollout, Policy Iteration, and Distributed Reinforcement Learning
Presenter
- Dimitri Bertsekas
February 24, 2020
IPAM
Convexity Exploiting Newton-Type Optimization for Learning and Control
Presenter
- Moritz Diehl
February 24, 2020
IPAM
H2-Optimal Model Reduction Using Projected Nonlinear Least Squares
Presenter
- Jeffrey Hokanson
February 21, 2020
ICERM
Neural Circuit Modeling of Large-Scale Brain Dynamics for Computational Psychiatry
Presenter
- John Murray
February 21, 2020
IPAM
Multiscale mathematical approaches for translational mental health benefits
Presenter
- Michael Bonsall
February 21, 2020
IPAM
Convolutional autoencoders and LSTMs - using deep learning to overcome Kolmogorov-width limitations and accurately model errors in nonlinear model reduction
Presenter
- Kevin Carlberg
February 21, 2020
ICERM
A Rank-Minimization Approach to Learning Dynamical Systems from Frequency Response Data
Presenter
- Pawan Goyal
February 20, 2020
ICERM
Automatic Generation of Minimal and Reduced Models for Structured Parametric Dynamical Systems
Presenter
- Igor Pontes Duff
February 20, 2020
ICERM
Decision-Making and Computational Psychiatry: An Explanatory and Pragmatic Perspective
Presenter
- Martin Paulus
February 20, 2020
IPAM
Computational Contributions to Understanding Impaired Motivation and Effort in Psychosis
Presenter
- Deanna Barch
February 20, 2020
IPAM
Model reduction for port-Hamiltonian differential-algebraic systems
Presenter
- Volker Mehrmann
February 20, 2020
ICERM