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Dynamical Systems Courses

The Operator is the Model - Dynamical Systems and Machine Learning
Fields Institute via YouTube
On Finite-Dimensional Approximations of Push-Forwards on Locally Analytic Functionals
Fields Institute via YouTube
Learning, Approximation and Control in Dynamical Systems
Fields Institute via YouTube
Predicting Tipping Points with Reservoir Computing
Fields Institute via YouTube
Statistical Learning of Transfer Operators and the Infinitesimal Generator
Fields Institute via YouTube
Detecting Non-Trivial Cycles of Point Clouds and Time Series Data on Manifolds
Fields Institute via YouTube
Discovering Dynamics and Parameters of Nonlinear Systems from Partial Observations
Fields Institute via YouTube
Graphs of Random Matrices in Deep Learning
Fields Institute via YouTube
Avoidance of Traps for Nonconvex Stochastic Optimization and Equilibrium Learning in Games
Fields Institute via YouTube
Non-Euclidean Generative Modeling
Fields Institute via YouTube
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