212 citations · 568 across the 48 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.LG2019★ 212 cited
A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems
Lars Ruthotto, Stanley Osher, Wuchen Li +2
Mean field games (MFG) and mean field control (MFC) are critical classes of multi-agent models for efficient analysis of massive populations of interacting agents. Their areas of a…
cs.LG2019★ 2 cited
Laplacian Smoothing Stochastic Gradient Markov Chain Monte Carlo
Bao Wang, Difan Zou, Quanquan Gu +1
As an important Markov Chain Monte Carlo (MCMC) method, stochastic gradient Langevin dynamics (SGLD) algorithm has achieved great success in Bayesian learning and posterior samplin…
physics.optics2019★ 57 cited
Potential of attosecond coherent diffractive imaging
Arjun Rana, Jianhua Zhang, Minh Pham +5
Attosecond science has been transforming our understanding of electron dynamics in atoms, molecules and solids. However, to date almost all of the attoscience experiments have been…