Neuron Birth-death Dynamics

v0.0.1

Overview:

Notebooks for “Neuron birth-death dynamics accelerates gradient descent and converges asymptotically” ICML 2019 Global convergence of neuron birth-death dynamics (ICML 2019) Grant M. Rotskoff, Samy Jelassi, Joan Bruna, and Eric Vanden-Eijnden These notebooks implement the numerical experiments corresponding to our paper which appeared at ICML 2019.

repository:

https://github.com/rotskoff/neuron-birth-death

paper:

Global Convergence of Neuron Birth-Death Dynamics

Assistant Professor of Chemistry

Grant M. Rotskoff is an assistant professor at Stanford. He studies statistical mechanics with a focus on nonequilibrium phenomena.