Yen-Huan Li
- A Geometric View on Constrained M-Estimators
2015/06/26 by Yen-Huan Li, Li, Yen-Huan, Ya-Ping Hsieh +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, Yen-Huan Li, Odor, Gergely +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
- Convergence of the Exponentiated Gradient Method with Armijo Line Search
2017/12/22 by Yen-Huan Li, Li, Yen-Huan, Volkan Cevher +1 · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- A General Convergence Result for Mirror Descent with Armijo Line Search
2018/05/30 by Yen-Huan Li, Carlos A. Riofrío, Li, Yen-Huan +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, Yu-Ming Hsu, Lin, Chien-Ming +3 · 1 citation
Computer Science · #Stochastic Gradient Optimization Techniques #Quantum Computing Algorithms and Architecture #Machine Learning and Algorithms
- Data-Dependent Bounds for Online Portfolio Selection Without Lipschitzness and Smoothness
2023/05/23 by Chung-En Tsai, Y. Lin, Tsai, Chung-En +3 · 1 citation
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
- Online Learning Quantum States with the Logarithmic Loss via VB-FTRL
2023/11/06 by Wei-Fu Tseng, Tseng, Wei-Fu, Kai-Chun Chen +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, Guan‐Ren Wang, Tsai, Chung-En +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