Yiqiao Zhong
- Entrywise Eigenvector Analysis of Random Matrices with Low Expected Rank
2017/09/27 by Emmanuel Abbé, Jianqing Fan, Abbe, Emmanuel +5 · 8 citations
Computer Science · Engineering · Mathematics · #FOS: Mathematics #Probability (math.PR) #Random Matrices and Applications #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST) #Stochastic Gradient Optimization Techniques
- The Interpolation Phase Transition in Neural Networks: Memorization and Generalization under Lazy Training
2020/07/25 by Andrea Montanari, Montanari, Andrea, Yiqiao Zhong +1 · 5 citations
Computer Science · Physics and Astronomy · #62H12 #62J07 #FOS: Computer and information sciences #FOS: Mathematics #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Statistics Theory (math.ST) #Stochastic Gradient Optimization Techniques
- Robust high dimensional factor models with applications to statistical machine learning
2018/08/12 by Jianqing Fan, Fan, Jianqing, Kaizheng Wang +5 · 5 citations
Computer Science · Engineering · Mathematics · #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Statistics Theory (math.ST)
- Out-of-distribution generalization via composition: a lens through induction heads in Transformers
2024/08/18 by Jiajun Song, Song, Jiajun, Zhuoyan Xu +3 · 6 citations
Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Plasma Diagnostics and Applications
- Eigenvector Under Random Perturbation: A Nonasymptotic Rayleigh-Schrödinger Theory
2017/02/01 by Yiqiao Zhong, Zhong, Yiqiao · 3 citations
Mathematics · #Advanced Combinatorial Mathematics #FOS: Mathematics #Numerical Analysis (math.NA) #Probability (math.PR) #Random Matrices and Applications #Spectral Theory in Mathematical Physics
- Out-of-distribution generalization via composition: A lens through induction heads in Transformers
2025/02/07 by Jiajun Song, Zhuoyan Xu, Yiqiao Zhong · 1 voice · 5 citations
Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Natural Language Processing Techniques
- Unraveling Projection Heads in Contrastive Learning: Insights from Expansion and Shrinkage
2023/06/06 by Yu Gui, Cong Ma, Gui, Yu +3 · 1 citation
Computer Science · Physics and Astronomy · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Statistics Theory (math.ST)
- An ℓ∞ Eigenvector Perturbation Bound and Its Application to Robust Covariance Estimation
2016/03/11 by Jianqing Fan, Fan, Jianqing, Wei-Chen Wang +3 · 2 citations
Engineering · Mathematics · #Sparse and Compressive Sensing Techniques #Radar Systems and Signal Processing #Random Matrices and Applications
- Assessing and improving reliability of neighbor embedding methods: a map-continuity perspective
2024/10/22 by Zhexuan Liu, Rong Ma, Liu, Zhexuan +3 · 1 citation
Decision Sciences · Environmental Science · #62-08 #Computation (stat.CO) #Evaluation and Performance Assessment #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Sustainable Agricultural Systems Analysis