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Momentum in Stochastic Gradient Descent and Deep Neural Nets
Presenter
- Bao Wang
January 29, 2020
IPAM
Boltzmann Trees: a physically inspired randomization for robust modeling of physical data
Presenter
- Maxwell Hutchinson
November 20, 2019
IPAM
Covariant neural network architectures for learning physics
Presenter
- Risi Kondor
November 18, 2019
IPAM
Deep Learning Dive into the Scanning Transmission Electron Microscopy: Materials Design, Learning Physics, and Atomic Manipulation
Presenter
- Sergei Kalinin
October 17, 2019
IPAM
Solving Quantum Many-Body Problems with Deep Neural Networks
Presenter
- Han Pu
September 27, 2019
IPAM
Generative and variational modeling for quantum many-body physics
Presenter
- Giuseppe Carleo
September 27, 2019
IPAM