Samy Wu Fung
Samy Wu Fung
UCLA Department of Mathematics
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Zitiert von
Zitiert von
A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems
L Ruthotto, S Osher, W Li, L Nurbekyan, SW Fung
Proceedings of the National Academy of Sciences 117 (17), 2019-22204, 2020
OT-Flow: Fast and Accurate Continuous Normalizing Flows via Optimal Transport
D Onken, SW Fung, X Li, L Ruthotto
arXiv preprint arXiv:2006.00104, 2020
Alternating the population and agent control via two neural networks to solve high-dimensional stochastic mean field games
AT Lin, SW Fung, W Li, L Nurbekyan, SJ Osher
arXiv preprint arXiv:2002.10113, 2020
A Multiscale Method for Model Order Reduction in PDE Parameter Estimation
SW Fung, L Ruthotto
Journal of Computational and Applied Mathematics 350, 19-34, 2019
An Uncertainty-Weighted Asynchronous ADMM Method for Parallel PDE Parameter Estimation
SW Fung, L Ruthotto
SIAM Journal on Scientific Computing 41 (5), S129-S148, 2019
Multigrid Optimization for Large-Scale Ptychographic Phase Retrieval
SW Fung, Z Di
SIAM Journal on Imaging Sciences 13 (1), 214–233, 2020
PNKH-B: A Projected Newton-Krylov Method for Large-Scale Bound-Constrained Optimization
K Kan, SW Fung, L Ruthotto
arXiv preprint arXiv:2005.13639, 2020
Large-Scale Parameter Estimation in Geophysics and Machine Learning
SW Fung
PQDT-Global, 2019
ADMM-Softmax: An ADMM Approach for Multinomial Logistic Regression
SW Fung, S Tyrväinen, L Ruthotto, E Haber
Electronic Transactions on Numerical Analysis 52, 214-229, 2019
A Neural Network Approach Applied to Multi-Agent Optimal Control
D Onken, L Nurbekyan, X Li, SW Fung, S Osher, L Ruthotto
arXiv preprint arXiv:2011.04757, 2020
Fixed Point Networks: Implicit Depth Models with Jacobian-free Backprop
SW Fung, H Heaton, Q Li, D McKenzie, S Osher, W Yin
arXiv preprint arXiv:2103.12803, 2021
Wasserstein-based Projections with Applications to Inverse Problems
H Heaton, SW Fung, AT Lin, S Osher, W Yin
arXiv preprint arXiv:2008.02200, 2020
Feasibility-based Fixed Point Networks
H Heaton, SW Fung, A Gibali, W Yin
arXiv preprint arXiv:2104.14090, 2021
A Neural Network Approach for High-Dimensional Optimal Control
D Onken, L Nurbekyan, X Li, SW Fung, S Osher, L Ruthotto
arXiv preprint arXiv:2104.03270, 2021
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