Yen-Huan Li

According to our database, Yen-Huan Li authored at least 28 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Linear Convergence in Hilbert's Projective Metric for Computing Augustin Information and a Rényi Information Measure.

Chung-En Tsai, Guan-Ren Wang, Hao-Chung Cheng, Yen-Huan Li

CoRR, 2024

Computing Augustin Information via Hybrid Geodesically Convex Optimization.

Guan-Ren Wang, Chung-En Tsai, Hao-Chung Cheng, Yen-Huan Li

Proceedings of the IEEE International Symposium on Information Theory, 2024

Fast Minimization of Expected Logarithmic Loss via Stochastic Dual Averaging.

Chung-En Tsai, Hao-Chung Cheng, Yen-Huan Li

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Online Learning Quantum States with the Logarithmic Loss via VB-FTRL.

Wei-Fu Tseng, Kai-Chun Chen, Zi-Hong Xiao, Yen-Huan Li

CoRR, 2023

Data-Dependent Bounds for Online Portfolio Selection Without Lipschitzness and Smoothness.

Chung-En Tsai, Ying-Ting Lin, Yen-Huan Li

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Online Self-Concordant and Relatively Smooth Minimization, With Applications to Online Portfolio Selection and Learning Quantum States.

Chung-En Tsai, Hao-Chung Cheng, Yen-Huan Li

Proceedings of the International Conference on Algorithmic Learning Theory, 2023

2022

Faster Stochastic First-Order Method for Maximum-Likelihood Quantum State Tomography.

Chung-En Tsai, Hao-Chung Cheng, Yen-Huan Li

CoRR, 2022

Minimizing Quantum Rényi Divergences via Mirror Descent with Polyak Step Size.

Jun-Kai You, Hao-Chung Cheng, Yen-Huan Li

Proceedings of the IEEE International Symposium on Information Theory, 2022

2021

Maximum-Likelihood Quantum State Tomography by Cover's Method with Non-Asymptotic Analysis.

Chien-Ming Lin, Hao-Chung Cheng, Yen-Huan Li

CoRR, 2021

2020

An Online Algorithm for Maximum-Likelihood Quantum State Tomography.

Chien-Ming Lin, Yu-Min Hsu, Yen-Huan Li

CoRR, 2020

Online Positron Emission Tomography By Online Portfolio Selection.

Yen-Huan Li

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Convergence of the Exponentiated Gradient Method with Armijo Line Search.

Yen-Huan Li, Volkan Cevher

J. Optim. Theory Appl., 2019

2018

Learning without Smoothness and Strong Convexity.

Yen-Huan Li

PhD thesis, 2018

Learning-Based Compressive MRI.

Baran Gozcu, Rabeeh Karimi Mahabadi, Yen-Huan Li, Efe Ilicak, Tolga Çukur, Jonathan Scarlett, Volkan Cevher

IEEE Trans. Medical Imaging, 2018

2016

Learning-Based Compressive Subsampling.

Luca Baldassarre, Yen-Huan Li, Jonathan Scarlett, Baran Gozcu, Ilija Bogunovic, Volkan Cevher

IEEE J. Sel. Top. Signal Process., 2016

Frank-Wolfe works for non-Lipschitz continuous gradient objectives: Scalable poisson phase retrieval.

Gergely Ódor, Yen-Huan Li, Alp Yurtsever, Ya-Ping Hsieh, Quoc Tran-Dinh, Marwa El Halabi, Volkan Cevher

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Learning data triage: Linear decoding works for compressive MRI.

Yen-Huan Li, Volkan Cevher

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Estimation error of the constrained lasso.

Nissim Zerbib, Yen-Huan Li, Ya-Ping Hsieh, Volkan Cevher

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

Composite Convex Minimization Involving Self-concordant-Like Cost Functions.

Quoc Tran-Dinh, Yen-Huan Li, Volkan Cevher

Proceedings of the Modelling, Computation and Optimization in Information Systems and Management Sciences - Proceedings of the 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, 2015

Consistency of ℓ1-regularized maximum-likelihood for compressive Poisson regression.

Yen-Huan Li, Volkan Cevher

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Sparsistency of 1-Regularized M-Estimators.

Yen-Huan Li, Jonathan Scarlett, Pradeep Ravikumar, Volkan Cevher

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

Barrier smoothing for nonsmooth convex minimization.

Quoc Tran-Dinh, Yen-Huan Li, Volkan Cevher

Proceedings of the IEEE International Conference on Acoustics, 2014

2012

An Interpretation of the Moore-Penrose Generalized Inverse of a Singular Fisher Information Matrix.

Yen-Huan Li, Ping-Cheng Yeh

IEEE Trans. Signal Process., 2012

A Cramer-Rao Bound for Semi-Blind Channel Estimation in Redundant Block Transmission Systems

Yen-Huan Li, Borching Su, Ping-Cheng Yeh

CoRR, 2012

2011

Cramer-Rao Bound for Blind Channel Estimators in Redundant Block Transmission Systems

Yen-Huan Li, Borching Su, Ping-Cheng Yeh

CoRR, 2011

2010

MIMO-OFDM PHY Integrated (MOPI) Scheme for Confidential Wireless Transmission.

Jen-Po Cheng, Yen-Huan Li, Ping-Cheng Yeh, Chen-Mou Cheng

Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010

Adaptive Precoder Selection for Multicast/Broadcast Service in MIMO-OFDMA Systems.

Hsu-Chieh Hu, Yen-Huan Li, Ping-Cheng Yeh

Proceedings of the 71st IEEE Vehicular Technology Conference, 2010

2008

Performance Analysis of Type-II Hybrid ARQ Systems.

Yi-Hsuan Kao, Yen-Huan Li, Wang-An Lin, Hsu-Chieh Hu, Ping-Cheng Yeh

Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008