Jianhao Ma

202120222023202420252 12 36 39 7

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Salar FattahiAssistant Professor, University of MichiganVerified email at umich.edu
Lingjun GuoPh.D. Student, Lehigh UniversityVerified email at lehigh.edu
Yang YuanTsinghua UniversityVerified email at tsinghua.edu.cn
Jiaye TengTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Wei HuAssistant Professor of Computer Science and Engineering, University of MichiganVerified email at umich.edu
Yinghui HePhD student, Princeton UniversityVerified email at princeton.edu
Rui Ray ChenTsinghua UniversityVerified email at mails.tsinghua.edu.cn

Jianhao Ma

Verified email at umich.edu - Homepage


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Global convergence of sub-gradient method for robust matrix recovery: Small initialization, noisy measurements, and over-parameterization J Ma, S Fattahi Journal of Machine Learning Research, 2022	38	2022
Sign-RIP: A robust restricted isometry property for low-rank matrix recovery J Ma, S Fattahi 2021 NeurIPS Workshop on Optimization for Machine Learning, 2021	22*	2021
Blessing of Depth in Linear Regression: Deeper Models Have Flatter Landscape Around the True Solution J Ma, S Fattahi Advances in Neural Information Processing Systems, 2022	14*	2022
Behind the Scenes of Gradient Descent: A Trajectory Analysis via Basis Function Decomposition J Ma, L Guo, S Fattahi ICLR 2023, 2022	8	2022
Towards Understanding Generalization via Decomposing Excess Risk Dynamics J Teng, J Ma, Y Yuan ICLR 2022, 2021	7	2021
Can Learning Be Explained By Local Optimality In Low-rank Matrix Recovery? J Ma, S Fattahi arXiv preprint arXiv:2302.10963, 2023	5*	2023
Convergence of gradient descent with small initialization for unregularized matrix completion J Ma, S Fattahi The Thirty Seventh Annual Conference on Learning Theory, 3683-3742, 2024	2	2024
Robust Sparse Mean Estimation via Incremental Learning J Ma, RR Chen, Y He, S Fattahi, W Hu arXiv preprint arXiv:2305.15276, 2023		2023

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