Li, Yen-Huan
- Learning-Based Compressive MRI
2018/05/03 by Gözcü, Baran, Mahabadi, Rabeeh Karimi, Li, Yen-Huan +4 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Convergence of the Exponentiated Gradient Method with Armijo Line Search
2017/12/22 by Yen-Huan Li, Volkan Cevher, Li, Yen-Huan +1 · 2 citations
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Data-Dependent Bounds for Online Portfolio Selection Without Lipschitzness and Smoothness
2023/05/23 by Chung-En Tsai, Tsai, Chung-En, Y. Lin +3 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Cognitive Radio Networks and Spectrum Sensing #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Optimization and Search Problems
- Composite convex minimization involving self-concordant-like cost functions
2015/02/04 by Tran-Dinh, Quoc, Li, Yen-Huan, Cevher, Volkan · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- A Geometric View on Constrained M-Estimators
2015/06/26 by Yen-Huan Li, Ya-Ping Hsieh, Li, Yen-Huan +5 · 1 citation
Mathematics · #Advanced Statistical Methods and Models #FOS: Mathematics #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
- Frank-Wolfe Works for Non-Lipschitz Continuous Gradient Objectives:\n Scalable Poisson Phase Retrieval
2016/02/01 by Gergely Ódor, Odor, Gergely, Yen-Huan Li +11 · 1 citation
Engineering · Medicine · Physics and Astronomy · #Advanced X-ray Imaging Techniques #Aortic aneurysm repair treatments #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #Welding Techniques and Residual Stresses
- A General Convergence Result for Mirror Descent with Armijo Line Search
2018/05/30 by Yen-Huan Li, Li, Yen-Huan, Carlos A. Riofrío +3 · 1 citation
Computer Science · Engineering · #FOS: Mathematics #Optimization and Control (math.OC) #Quantum Information and Cryptography #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Fast Minimization of Expected Logarithmic Loss via Stochastic Dual Averaging
2023/11/05 by Chung-En Tsai, Hao–Chung Cheng, Tsai, Chung-En +3 · 2 citations
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Maximum-Likelihood Quantum State Tomography by Soft-Bayes
2020/12/31 by Chien‐Ming Lin, Lin, Chien-Ming, Yu-Ming Hsu +3 · 1 citation
Computer Science · #Stochastic Gradient Optimization Techniques #Quantum Computing Algorithms and Architecture #Machine Learning and Algorithms
- Maximum-Likelihood Quantum State Tomography by Cover's Method with Non-Asymptotic Analysis
2021/10/02 by Lin, Chien-Ming, Cheng, Hao-Chung, Li, Yen-Huan · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Information Theory (cs.IT) #Optimization and Control (math.OC) #Quantum Physics (quant-ph)
- Online Learning Quantum States with the Logarithmic Loss via VB-FTRL
2023/11/06 by Wei-Fu Tseng, Kai-Chun Chen, Tseng, Wei-Fu +5 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Linear Convergence in Hilbert's Projective Metric for Computing Augustin Information and a Rényi Information Measure
2024/09/04 by Chung-En Tsai, Tsai, Chung-En, Guan‐Ren Wang +5 · 1 citation
Engineering · Mathematics · Physics and Astronomy · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistical Mechanics and Entropy