Fan, Zhou
- Hybrid Actor-Critic Reinforcement Learning in Parameterized Action Space
2019/03/04 by Fan Zhou, Rui Su, Fan, Zhou +5 · 14 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- The Spectral Norm of Random Inner-Product Kernel Matrices
2015/07/19 by Zhou Fan, Fan, Zhou, Andrea Montanari +1 · 5 citations
Mathematics · #Random Matrices and Applications #Advanced Algebra and Geometry #Advanced Combinatorial Mathematics
- Universality of Approximate Message Passing algorithms and tensor networks
2022/06/27 by Wang, Tianhao, Zhong, Xinyi, Fan, Zhou · 7 citations
#FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Probability (math.PR) #Statistics Theory (math.ST)
- Spectra of the Conjugate Kernel and Neural Tangent Kernel for linear-width neural networks
2020/05/25 by Zhou Fan, Fan, Zhou, Zhichao Wang +1 · 5 citations
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications #Probability (math.PR) #Statistics Theory (math.ST) #Stochastic Gradient Optimization Techniques
- Approximate Message Passing algorithms for rotationally invariant matrices
2020/08/27 by Fan Zhou, Fan, Zhou · 5 citations
Computer Science · Mathematics · Engineering · #Blind Source Separation Techniques #Random Matrices and Applications #Sparse and Compressive Sensing Techniques
- Strategic Liquidity Provision in Uniswap v3
2021/06/22 by Fan, Zhou, Marmolejo-Cossío, Francisco, Moroz, Daniel J. +3 · 5 citations
#Computer Science and Game Theory (cs.GT) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Maximum likelihood for high-noise group orbit estimation and single-particle cryo-EM
2021/07/02 by Zhou Fan, Roy R. Lederman, Fan, Zhou +7 · 5 citations
Biochemistry, Genetics and Molecular Biology · Materials Science · #Advanced Electron Microscopy Techniques and Applications #Electron and X-Ray Spectroscopy Techniques #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Optimization and Control (math.OC) #RNA and protein synthesis mechanisms #Statistics Theory (math.ST)
- The Stellar Abundances and Galactic Evolution Survey (SAGES) -- -- I. General Description and the First Data Release (DR1)
2023/06/27 by Fan, Zhou, Zhao, Gang, Wang, Wei +35 · 6 citations
#Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR)
- Beyond spectroscopy. II. Stellar parameters for over twenty million stars in the northern sky from SAGES DR1 and Gaia DR3
2023/07/10 by Huang, Yang, Beers, Timothy C., Yuan, Hai-Bo +18 · 6 citations
#Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR)
- Likelihood landscape and maximum likelihood estimation for the discrete orbit recovery model
2020/03/31 by Fan, Zhou, Yi Sun, Sun, Yi +4 · 3 citations
Medicine · Neuroscience · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Functional Brain Connectivity Studies #Methodology (stat.ME) #Optimization and Control (math.OC) #Probability (math.PR) #Statistics Theory (math.ST)
- Nonlinear spiked covariance matrices and signal propagation in deep neural networks
2024/02/15 by Wang, Zhichao, Wu, Denny, Fan, Zhou · 6 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR) #Statistics Theory (math.ST)
- Empirical Bayes PCA in high dimensions
2020/12/21 by Xinyi Zhong, Chang Su, Zhong, Xinyi +3 · 3 citations
Computer Science · Engineering · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Random Matrices and Applications #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST)
- Spectral Graph Matching and Regularized Quadratic Relaxations I: The Gaussian Model
2019/07/20 by Zhou Fan, Fan, Zhou, Cheng Mao +5 · 4 citations
Computer Science · #Graph Theory and Algorithms #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference
- Spectral Graph Matching and Regularized Quadratic Relaxations II: Erdős-Rényi Graphs and Universality
2019/07/20 by Zhou Fan, Cheng Mao, Fan, Zhou +5 · 2 citations
Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Graph theory and applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Probability (math.PR) #Random Matrices and Applications #Spectral Theory (math.SP) #Statistics Theory (math.ST)
- Differential Liquidity Provision in Uniswap v3 and Implications for Contract Design
2022/04/01 by Fan, Zhou, Francisco J. Marmolejo-Cossío, Marmolejo-Cossío, Francisco +8 · 2 citations
Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Computational Engineering #Computer Science and Game Theory (cs.GT) #Digital Platforms and Economics #Economic theories and models #FOS: Computer and information sciences #Finance #and Science (cs.CE)
- Random linear estimation with rotationally-invariant designs: Asymptotics at high temperature
2022/12/20 by Yufan Li, Li, Yufan, Fan, Zhou +4 · 2 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Physical sciences #Information Theory (cs.IT) #Mathematical Physics (math-ph) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- Introduction to the Chinese Space Station Survey Telescope (CSST)
2025/07/07 by CSST Collaboration, Gong, Yan, Miao, Haitao +119 · 11 citations
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- How Well Do Local Algorithms Solve Semidefinite Programs?
2016/10/17 by Fan Zhou, Andrea Montanari, Fan, Zhou +1 · 1 citation
Computer Science · Engineering · #Complexity and Algorithms in Graphs #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- J-PLUS: Beyond Spectroscopy III. Stellar Parameters and Elemental-abundance Ratios for Five Million Stars from DR3
2024/08/05 by Yang Huang, Huang, Yang, Timothy C. Beers +50 · 3 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Stellar, planetary, and galactic studies #Astrophysics and Star Formation Studies
- Local convexity of the TAP free energy and AMP convergence for Z2-synchronization
2021/06/21 by Celentano, Michael, Fan, Zhou, Mei, Song · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Probability (math.PR) #Statistics Theory (math.ST)
- Approximate Message Passing for orthogonally invariant ensembles: Multivariate non-linearities and spectral initialization
2021/10/05 by Zhong, Xinyi, Wang, Tianhao, Fan, Zhou · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
- EP240801a/XRF 240801B: An X-ray Flash Detected by the Einstein Probe and Implications of its Multiband Afterglow
2025/03/06 by Jiang, Shuai-Qing, Xu, Dong, van Hoof, Agnes P. C. +89 · 4 citations
#FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE)
- Mean-field variational inference with the TAP free energy: Geometric and statistical properties in linear models
2023/11/14 by Celentano, Michael, Fan, Zhou, Lin, Licong +1 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Searching for short-period variables in M31: method and catalogs
2024/04/10 by Gu, Hongrui, Yuan, Haibo, Dong, Subo +6 · 1 citation
#Astrophysics of Galaxies (astro-ph.GA) #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR)
- Spectral Hardening Reveals Afterglow Emergence in Long-Duration Fast X-ray Transients: A Case Study of GRB 250404A/EP250404a
2025/05/31 by Yin, Yi-Han Iris, Fang, Yuan, Zhang, Bin-Bin +56 · 3 citations
#FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE)
- Kronecker-product random matrices and a matrix least squares problem
2024/06/03 by Fan, Zhou, Ma, Renyuan · 1 citation
#FOS: Mathematics #Probability (math.PR) #Statistics Theory (math.ST)
- Astronomical Test with CMOS on the 60-cm Telescope at the Xinglong Observatory, NAOC
2024/03/19 by Haiyang Mu, Mu, Hai-Yang, Yi-Nan Zhu +6 · 1 citation
Engineering · Physics and Astronomy · #Adaptive optics and wavefront sensing #Astronomical Observations and Instrumentation #Astronomy and Astrophysical Research #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- The Stellar Abundances and Galactic Evolution Survey (SAGES) III -- The g/r/i-band Data Release
2024/10/14 by Li, Chun, Fan, Zhou, Zhao, Gang +15 · 2 citations
#Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR)
- Dynamical mean-field analysis of adaptive Langevin diffusions: Propagation-of-chaos and convergence of the linear response
2025/04/22 by Fan, Zhou, Ko, Justin, Loureiro, Bruno +2 · 2 citations
#FOS: Mathematics #Probability (math.PR) #Statistics Theory (math.ST)