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Machine learning methods for physics and chemistry 2: Deep learning
Presenter
- Frank Noé
September 15, 2017
IPAM
Experimental investigation of gravity-capillary solitary waves in deep water
Presenter
- Naeem Masnadi
April 24, 2017
ICERM
Explaining and Understanding Non-linear Classifier Decisions with Application to Deep Learning
Presenter
- Klaus-Robert Müller
November 18, 2016
IPAM
Implicitization techniques: easy algorithms, deep proofs
Presenter
- Alicia Dickenstein
August 24, 2012
SLMath
The good, the bad and the ugly of deep learning in phylogenetics
Presenter
- Claudia Solis-Lemus
November 20, 2024
ICERM
Spectrum of the Neural Tangent Kernel in a quadratic scaling
Presenter
- Lucas Benigni
May 22, 2024
ICERM
Solving Mean-Field Games with Common Noise and Beyond: Exploring Further Application of Signatures
Presenter
- Ruimeng Hu
March 7, 2024
IMSI
Introductory Workshop: Algorithms, Fairness, and Equity: "Geometry of Deep Learning and Explainable ML"
Presenter
- Anders Karlsson
August 30, 2023
SLMath
Towards Digital Twins for NVIDIA’s Earth-2 Initiative: Pushing the Limits of Deep Learning for Earth System Emulation
Presenter
- Karthik Kashinath
April 1, 2023
IMSI
Market making and incentives design in the presence of a dark pool: a deep reinforcement learning approach
Presenter
- Mathieu Rosenbaum
May 23, 2022
IMSI
Convergence of Empirical Measures, Mean-Field Games and Deep Learning Algorithms
Presenter
- Ruimeng Hu
May 23, 2022
IMSI