[MS130] Qianxiao Li: A Dynamical Systems Approach to Deep Learning (SIAM MDS 20)

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  1. Lars Ruthotto
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[MS130] Qianxiao Li: 0:32:15

[MS130] Qianxiao Li: A Dynamical Systems Approach to Deep Learning (SIAM MDS 20)

Plenary: Qianxiao Li 1:09:31

Plenary: Qianxiao Li

Qianxiao Li | 0:26:16

Qianxiao Li | A mean-field optimal control formulation of deep learning

Deep learning for 1:34:14

Deep learning for sequence modelling: Qianxiao Li

Dynamical aspects of 0:33:12

Dynamical aspects of learning linear neural networks

Learning Dynamical Systems 0:18:41

Learning Dynamical Systems using Local Stability Priors

Machine Learning for 0:07:38

Machine Learning for Robust Identification of Complex Nonlinear Dynamical Systems

Lars Ruthotto: 'A 0:56:01

Lars Ruthotto: 'A Numerical Analysis Perspective on Deep Neural Networks'

Daniel Durstewitz: 'Deep 0:58:10

Daniel Durstewitz: 'Deep Learning of dynamical systems for mechanistic insight and prediction i...

Weinan E: Machine 1:14:39

Weinan E: Machine Learning and Dynamical Systems

Tobias Sutter - 0:54:45

Tobias Sutter - Machine learning for dynamical systems

AI Seminar Series: 1:01:19

AI Seminar Series: Mo Chen, Optimal Control and Machine Learning in Robotics (Jan 8)

Identifying system dynamics 1:20:42

Identifying system dynamics with machine learning

Dynamical Systems as 0:25:13

Dynamical Systems as Feature Representations for Learning from Data - Peter Tino - 6/25/2019

Martin Riedmiller: 'Learning 0:53:38

Martin Riedmiller: 'Learning Control from Minimal Prior Knowledge'

Using ODE to 0:11:47

Using ODE to understand and improve deep learning algoirthm (Neural ODE)(2): Optimization

Hong Kong Machine 0:45:31

Hong Kong Machine Learning Season 3 Episode 4 - Learning and Differential Equations

Predicting the onset 0:17:34

Predicting the onset of shock-induced buffet using Dynamic Mode Decomposition

NeuroFutures 2016 | 0:24:44

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Michael Mahoney - 1:09:47

Michael Mahoney - Dynamical systems and machine learning

Topics at the 3:18:34

Topics at the intersections of Machine Learning and Ergodic Theory

Ergodic Exploration in 0:19:10

Ergodic Exploration in Finance