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Yen-Huan Li
Yen-Huan Li
Associate Professor of Computer Science, National Taiwan University
Verified email at csie.ntu.edu.tw - Homepage
Title
Cited by
Cited by
Year
Learning-based compressive MRI
B Gözcü, RK Mahabadi, YH Li, E Ilıcak, T Çukur, J Scarlett, V Cevher
IEEE transactions on medical imaging 37 (6), 1394-1406, 2018
1532018
Learning-based compressive subsampling
L Baldassarre, YH Li, J Scarlett, B Gözcü, I Bogunovic, V Cevher
IEEE Journal of Selected Topics in Signal Processing 10 (4), 809-822, 2016
1002016
An Interpretation of the Moore-Penrose Generalized Inverse of a Singular Fisher Information Matrix
YH Li, PC Yeh
IEEE Tran. Signal Process. 60 (10), 5532-5536, 2012
382012
Frank-Wolfe works for non-Lipschitz continuous gradient objectives: Scalable poisson phase retrieval
G Odor, YH Li, A Yurtsever, YP Hsieh, Q Tran-Dinh, M El Halabi, V Cevher
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
352016
Sparsistency of ℓ1-Regularized M-Estimators
YH Li, J Scarlett, P Ravikumar, V Cevher
Proceedings of the 18th International Conference on Artificial Intelligence …, 2015
32*2015
Composite convex minimization involving self-concordant-like cost functions
Q Tran-Dinh, YH Li, V Cevher
Modelling, Computation and Optimization in Information Systems and …, 2015
302015
Minimizing quantum Rényi divergences via mirror descent with Polyak step size
JK You, HC Cheng, YH Li
2022 IEEE International Symposium on Information Theory (ISIT), 252-257, 2022
192022
MIMO-OFDM PHY integrated (MOPI) scheme for confidential wireless transmission
JP Cheng, YH Li, PC Yeh, CM Cheng
2010 IEEE Wireless Communication and Networking Conference, 1-6, 2010
182010
Convergence of the exponentiated gradient method with Armijo line search
YH Li, V Cevher
Journal of Optimization Theory and Applications 181 (2), 588-607, 2019
172019
A Geometric View on Constrained M-Estimators
YH Li, YP Hsieh, N Zerbib, V Cevher
arXiv preprint arXiv:1506.08163, 2015
132015
Consistency of ℓ1-Regularized Maximum-Likelihood for Compressive Poisson Regression
YH Li, V Cevher
40th IEEE Int. Conf. Acoustics, Speech and Signal Processing, 2015
132015
Online Self-Concordant and Relatively Smooth Minimization, With Applications to Online Portfolio Selection and Learning Quantum States
CE Tsai, HC Cheng, YH Li
International Conference on Algorithmic Learning Theory, 1481-1483, 2023
112023
Learning data triage: Linear decoding works for compressive MRI
YH Li, V Cevher
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
62016
Data-dependent bounds for online portfolio selection without Lipschitzness and smoothness
CE Tsai, YT Lin, YH Li
Advances in Neural Information Processing Systems 36, 2024
52024
Maximum-Likelihood Quantum State Tomography by Cover's Method with Non-Asymptotic Analysis
CM Lin, HC Cheng, YH Li
arXiv preprint arXiv:2110.00747, 2021
52021
A general convergence result for mirror descent with Armijo line search
YH Li, CA Riofrío, V Cevher
arXiv preprint arXiv:1805.12232, 2018
52018
An online algorithm for maximum-likelihood quantum state tomography
CM Lin, YM Hsu, YH Li
arXiv preprint arXiv:2012.15498, 2020
42020
Estimation error of the constrained lasso
N Zerbib, YH Li, YP Hsieh, V Cevher
2016 54th Annual Allerton Conference on Communication, Control, and …, 2016
4*2016
Computing Augustin Information via Hybrid Geodesically Convex Optimization
GR Wang, CE Tsai, HC Cheng, YH Li
arXiv preprint arXiv:2402.02731, 2024
32024
Faster Stochastic First-Order Method for Maximum-Likelihood Quantum State Tomography
CE Tsai, HC Cheng, YH Li
arXiv preprint arXiv:2211.12880, 2022
32022
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