Jianhao Ma

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 19

Top Topics

Global Convergence

Top Venues

DASC/PiCom/CBDCom/CyberSciTech

IEEE Trans. Ind. Electron.

Publications

Jianhao Ma, Salar Fattahi
Convergence of Gradient Descent with Small Initialization for Unregularized Matrix Completion. CoRR (2024)
Jianhao Ma, Salar Fattahi
Convergence of Gradient Descent with Small Initialization for Unregularized Matrix Completion. COLT (2024)
Jianhao Ma, Lingjun Guo, Salar Fattahi
Behind the Scenes of Gradient Descent: A Trajectory Analysis via Basis Function Decomposition. ICLR (2023)
Jianhao Ma, Qi Liu, Yonghong Zhang, Xiaodong Liu
A Generative Adversarial Model for Weather Radar Echo Extrapolation based on Cycle Generation Structure. DASC/PiCom/CBDCom/CyberSciTech (2023)
Jianhao Ma, Salar Fattahi
Global Convergence of Sub-gradient Method for Robust Matrix Recovery: Small Initialization, Noisy Measurements, and Over-parameterization. J. Mach. Learn. Res. 24 (2023)
Jianhao Ma, Rui Ray Chen, Yinghui He, Salar Fattahi, Wei Hu
Robust Sparse Mean Estimation via Incremental Learning. CoRR (2023)
Jianhao Ma, Salar Fattahi
On the Optimization Landscape of Burer-Monteiro Factorization: When do Global Solutions Correspond to Ground Truth? CoRR (2023)
Jianhao Ma, Salar Fattahi
Blessing of Nonconvexity in Deep Linear Models: Depth Flattens the Optimization Landscape Around the True Solution. CoRR (2022)
Jianhao Ma, Salar Fattahi
Global Convergence of Sub-gradient Method for Robust Matrix Recovery: Small Initialization, Noisy Measurements, and Over-parameterization. CoRR (2022)
Jiaye Teng, Jianhao Ma, Yang Yuan
Towards Understanding Generalization via Decomposing Excess Risk Dynamics. ICLR (2022)
Jianhao Ma, Lingjun Guo, Salar Fattahi
Behind the Scenes of Gradient Descent: A Trajectory Analysis via Basis Function Decomposition. CoRR (2022)
Jiawei Sun, Hao Wu, Qi Liu, Xiaodong Liu, Jianhao Ma
Dense-FCN: A Deep Learning Approach for Weather Radar Beam Blockage Correction. DASC/PiCom/CBDCom/CyberSciTech (2022)
Jianhao Ma, Jiawei Sun, Qi Liu, Xiaodong Liu
A Precipitation Prediction Method Based on UNet and Attention Mechanism. DASC/PiCom/CBDCom/CyberSciTech (2022)
Jianhao Ma, Salar Fattahi
Blessing of Depth in Linear Regression: Deeper Models Have Flatter Landscape Around the True Solution. NeurIPS (2022)
Jiaye Teng, Jianhao Ma, Yang Yuan
Towards Understanding Generalization via Decomposing Excess Risk Dynamics. CoRR (2021)
Yingjiang He, Jianhao Ma, Liang Yu, Shoulong Dong, Liangxi Gao, Weirong Zeng, Chenguo Yao
10-MHz High-Power Pulse Generator on Boost Module. IEEE Trans. Ind. Electron. 68 (7) (2021)
Lei Zeng, Jiawei Sun, Jianhao Ma, Qi Liu
Task Scheduling Based on Multi-level Hashing and HRRN in cloud computing. DASC/PiCom/CBDCom/CyberSciTech (2021)
Jianhao Ma, Salar Fattahi
Implicit Regularization of Sub-Gradient Method in Robust Matrix Recovery: Don't be Afraid of Outliers. CoRR (2021)
Chenguo Yao, Shoulong Dong, Yajun Zhao, Yanpeng Lv, Hongmei Liu, Lingyu Gong, Jianhao Ma, Haifeng Wang, Yinghao Sun
Bipolar Microsecond Pulses and Insulated Needle Electrodes for Reducing Muscle Contractions During Irreversible Electroporation. IEEE Trans. Biomed. Eng. 64 (12) (2017)