| Learning to Optimize: A Primer and a Benchmark T Chen, X Chen, W Chen, H Heaton, J Liu, Z Wang, W Yin Journal of Machine Learning Research 23 (189), 1-59, 2022 | 256 | 2022 |
| JFB: Jacobian-free Backpropagation for Implicit Networks SW Fung, H Heaton, Q Li, D McKenzie, S Osher, W Yin Proceedings of the AAAI Conference on Artificial Intelligence, 2022 | 134* | 2022 |
| Feasibility-based fixed point networks H Heaton, SW Fung, A Gibali, W Yin Fixed Point Theory and Algorithms for Sciences and Engineering 2021 (1), 2021 | 36 | 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 | 32* | 2024 |
| Learning a Minimax Optimizer: A Pilot Study J Shen, X Chen, H Heaton, T Chen, J Liu, W Yin, Z Wang International Conference on Learning Representations (ICLR), 2021 | 32 | 2021 |
| Safeguarded Learned Convex Optimization H Heaton, X Chen, Z Wang, W Yin Proceedings of the AAAI Conference on Artificial Intelligence, 2023 | 29 | 2023 |
| Wasserstein-based Projections with Applications to Inverse Problems H Heaton, SW Fung, AT Lin, S Osher, W Yin SIAM Journal on Mathematics of Data Science, 2022 | 29* | 2022 |
| Explainable AI via Learning to Optimize H Heaton, SW Fung Scientific Reports 13 (1), 10103, 2023 | 15 | 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 | 15 | 2023 |
| Differentiating through Integer Linear Programs with Quadratic Regularization and Davis-Yin Splitting D McKenzie, H Heaton, SW Fung Transactions on Machine Learning Research, 2024 | 14* | 2024 |
| Derivative-free superiorization with component-wise perturbations Y Censor, H Heaton, R Schulte Numerical algorithms 80, 1219-1240, 2019 | 13 | 2019 |
| Global Solutions to Nonconvex Problems by Evolution of Hamilton-Jacobi PDEs H Heaton, SW Fung, S Osher Communications on Applied Mathematics and Computation, 2022 | 12 | 2022 |
| Asynchronous sequential inertial iterations for common fixed points problems with an application to linear systems H Heaton, Y Censor Journal of Global Optimization 74, 95-119, 2019 | 8 | 2019 |
| Laplace Meets Moreau: Smooth Approximation to Infimal Convolutions Using Laplace's Method RJ Tibshirani, SW Fung, H Heaton, S Osher arXiv preprint arXiv:2406.02003, 2024 | 3 | 2024 |
| Learning to Optimize with Guarantees H Heaton UCLA, 2021 | 3 | 2021 |
| Implementation of blob basis functions in proton CT reconstruction H Heaton, C Ordonez, Y Censor, R Schulte Joint Math. Meetings (JMM) MAA AMS, 2016 | 1 | 2016 |
| Proximal Projection Method for Stable Linearly Constrained Optimization H Heaton arXiv preprint arXiv:2407.16998, 2024 | | 2024 |
Wotao YinDAMO Academy, Alibaba Group US在 alibaba-inc.com 的電子郵件地址已通過驗證
