Samy Wu Fung

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S osherPreverjeni e-poštni naslov na math.ucla.edu
Howard HeatonTypal AcademyPreverjeni e-poštni naslov na typal.academy
Lars RuthottoEmory UniversityPreverjeni e-poštni naslov na emory.edu
Levon NurbekyanDepartment of Mathematics, Emory UniversityPreverjeni e-poštni naslov na emory.edu
Wotao YinDAMO Academy, Alibaba Group USPreverjeni e-poštni naslov na alibaba-inc.com
Daniel MckenzieAssistant Professor, Colorado School of MinesPreverjeni e-poštni naslov na mines.edu
Wuchen Li 李务晨University of South Carolina, Assistant professorPreverjeni e-poštni naslov na mailbox.sc.edu
Qiuwei LiDAMO Academy, Alibaba Group USPreverjeni e-poštni naslov na math.ucla.edu
Derek OnkenEmory UniversityPreverjeni e-poštni naslov na derekonken.com
Xingjian LiOden Institute, University of Texas at AustinPreverjeni e-poštni naslov na austin.utexas.edu
Michael Igorevich IvanitskiyColorado School of Mines, Department of Applied Mathematics and StatisticsPreverjeni e-poštni naslov na umich.edu
Alexander F. SpiesCS Ph.D. Candidate, Imperial College LondonPreverjeni e-poštni naslov na imperial.ac.uk
Tilman RäukerIndependentPreverjeni e-poštni naslov na pivotal-research.org
Cecilia Diniz BehnColorado School of MinesPreverjeni e-poštni naslov na mines.edu
Can RagerResearch AssistantPreverjeni e-poštni naslov na northeastern.edu
Guillaume CorlouerIndependent researcher in AI safetyPreverjeni e-poštni naslov na sussex.ac.uk
Alexander VidalColorado School of MinesPreverjeni e-poštni naslov na mines.edu
Aviv GibaliAssociate Professor, Head of Applied Mathematics Department, Holon Institute of Technology (HIT), HoPreverjeni e-poštni naslov na hit.ac.il
Eldad HaberProfessor of Mathematics and Geophysics UBCPreverjeni e-poštni naslov na eoas.ubc.ca
Siting LiuUniversity of California, Los AngelesPreverjeni e-poštni naslov na math.ucla.edu

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Samy Wu Fung

Assistant Professor, Colorado School of Mines

Preverjeni e-poštni naslov na mines.edu - Domača stran

Optimization Implicit Deep Learning Learning to Optimize Optimal Control Mean Field Games


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems L Ruthotto, S Osher, W Li, L Nurbekyan, S Wu Fung Proceedings of the National Academy of Sciences 117 (17), 2019-22204, 2020	272	2020
OT-Flow: Fast and Accurate Continuous Normalizing Flows via Optimal Transport D Onken, S Wu Fung, X Li, L Ruthotto Proceedings of the AAAI Conference on Artificial Intelligence 35 (10), 9223-9232, 2021	175	2021
JFB: Jacobian-Free Backpropagation for Implicit Networks S Wu Fung, H Heaton, Q Li, D McKenzie, S Osher, W Yin Proceedings of the AAAI Conference on Artificial Intelligence 36, 2022	143*	2022
Alternating the population and control neural networks to solve high-dimensional stochastic mean-field games AT Lin, S Wu Fung, W Li, L Nurbekyan, SJ Osher Proceedings of the National Academy of Sciences 118 (31), e2024713118, 2021	118*	2021
A Neural Network Approach for High-Dimensional Optimal Control Applied to Multiagent Path Finding D Onken, L Nurbekyan, X Li, S Wu Fung, S Osher, L Ruthotto IEEE Transactions on Control Systems Technology 31 (1), 235-251, 2022	67	2022
A Neural Network Approach Applied to Multi-Agent Optimal Control D Onken, L Nurbekyan, X Li, S Wu Fung, S Osher, L Ruthotto 2021 European Control Conference (ECC), 1036-1041, 2021	41	2021
Feasibility-based fixed point networks H Heaton, S Wu Fung, A Gibali, W Yin Fixed Point Theory and Algorithms for Sciences and Engineering 2021, 1-19, 2021	40	2021
Three-Operator Splitting for Learning to Predict Equilibria in Convex Games D McKenzie, H Heaton, Q Li, S Wu Fung, S Osher, W Yin SIAM Journal on Mathematics of Data Science 6 (3), 627-648, 2024	35*	2024
A Numerical Algorithm for Inverse Problems from Partial Boundary Measurement Arising from Mean Field Game Problems YT Chow, S Wu Fung, S Liu, L Nurbekyan, S Osher Inverse Problems 39 (1), 014001, 2022	34	2022
Wasserstein-Based Projections with Applications to Inverse Problems H Heaton, S Wu Fung, AT Lin, S Osher, W Yin SIAM Journal on Mathematics of Data Science 4 (2), 581-603, 2022	31*	2022
Multigrid Optimization for Large-Scale Ptychographic Phase Retrieval S Wu Fung, Z Di SIAM Journal on Imaging Sciences 13 (1), 214–233, 2020	19	2020
Explainable AI via learning to optimize H Heaton, S Wu Fung Scientific Reports 13 (1), 10103, 2023	18	2023
Taming Hyperparameter Tuning in Continuous Normalizing Flows Using the JKO Scheme A Vidal, S Wu Fung, L Tenorio, S Osher, L Nurbekyan Scientific reports 13 (1), 4501, 2023	18	2023
A Hamilton–Jacobi-Based Proximal Operator S Osher, H Heaton, S Wu Fung Proceedings of the National Academy of Sciences 120 (14), e2220469120, 2023	17	2023
An Uncertainty-Weighted Asynchronous ADMM Method for Parallel PDE Parameter Estimation S Wu Fung, L Ruthotto SIAM Journal on Scientific Computing 41 (5), S129-S148, 2019	17	2019
Differentiating Through Integer Linear Programs with Quadratic Regularization and Davis-Yin Splitting D McKenzie, S Wu Fung, H Heaton Transactions on Machine Learning Research, 2024	16*	2024
A Multiscale Method for Model Order Reduction in PDE Parameter Estimation S Wu Fung, L Ruthotto Journal of Computational and Applied Mathematics 350, 19-34, 2019	16	2019
ADMM-Softmax: An ADMM Approach for Multinomial Logistic Regression S Wu Fung, S Tyrväinen, L Ruthotto, E Haber Electronic Transactions on Numerical Analysis 52, 214-229, 2019	16	2019
PNKH-B: A Projected Newton--Krylov Method for Large-Scale Bound-Constrained Optimization K Kan, S Wu Fung, L Ruthotto SIAM Journal on Scientific Computing 43 (5), S704-S726, 2021	14	2021
Global Solutions to Nonconvex Problems by Evolution of Hamilton-Jacobi PDEs H Heaton, S Wu Fung, S Osher Communications on Applied Mathematics and Computation 6 (2), 790-810, 2024	13	2024

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