Grant M. Rotskoff, Samy Jelassi, Joan Bruna, Eric Vanden-Eijnden. Neuron birth-death dynamics accelerates gradient descent and converges asymptotically. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 5508-5517, PMLR, 2019. [doi]
Abstract is missing.