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Hong Ye Tan
Hong Ye Tan
PhD Student, University of Cambridge
Verifierad e-postadress på cam.ac.uk
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Data-driven mirror descent with input-convex neural networks
HY Tan, S Mukherjee, J Tang, CB Schönlieb
SIAM Journal on Mathematics of Data Science 5 (2), 558-587, 2023
162023
Provably convergent plug-and-play quasi-Newton methods
HY Tan, S Mukherjee, J Tang, CB Schönlieb
SIAM Journal on Imaging Sciences 17 (2), 785-819, 2024
92024
Noise-free sampling algorithms via regularized wasserstein proximals
HY Tan, S Osher, W Li
arXiv preprint arXiv:2308.14945, 2023
42023
Boosting data-driven mirror descent with randomization, equivariance, and acceleration
HY Tan, S Mukherjee, J Tang, CB Schönlieb
Transactions on Machine Learning Research, 2024
22024
Unsupervised approaches based on optimal transport and convex analysis for inverse problems in imaging
M Carioni, S Mukherjee, HY Tan, J Tang
arXiv preprint arXiv:2311.08972, 2023
22023
Robust data-driven accelerated mirror descent
HY Tan, S Mukherjee, J Tang, A Hauptmann, CB Schönlieb
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
12023
Blessing of Dimensionality for Approximating Sobolev Classes on Manifolds
HY Tan, S Mukherjee, J Tang, CB Schönlieb
arXiv preprint arXiv:2408.06996, 2024
2024
Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation
HY Tan, Z Cai, M Pereyra, S Mukherjee, J Tang, CB Schönlieb
arXiv preprint arXiv:2404.05445, 2024
2024
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Artiklar 1–8