Jianhao Ma

According to our database, Jianhao Ma authored at least 15 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Convergence of Gradient Descent with Small Initialization for Unregularized Matrix Completion.

Jianhao Ma, Salar Fattahi

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2023

Global Convergence of Sub-gradient Method for Robust Matrix Recovery: Small Initialization, Noisy Measurements, and Over-parameterization.

Jianhao Ma, Salar Fattahi

J. Mach. Learn. Res., 2023

Robust Sparse Mean Estimation via Incremental Learning.

Jianhao Ma, Rui Ray Chen, Yinghui He, Salar Fattahi, Wei Hu

CoRR, 2023

On the Optimization Landscape of Burer-Monteiro Factorization: When do Global Solutions Correspond to Ground Truth?

Jianhao Ma, Salar Fattahi

CoRR, 2023

Behind the Scenes of Gradient Descent: A Trajectory Analysis via Basis Function Decomposition.

Jianhao Ma, Lingjun Guo, Salar Fattahi

Proceedings of the Eleventh International Conference on Learning Representations, 2023

A Generative Adversarial Model for Weather Radar Echo Extrapolation based on Cycle Generation Structure.

Jianhao Ma, Qi Liu, Yonghong Zhang, Xiaodong Liu

Proceedings of the IEEE Intl Conf on Dependable, 2023

2022

Blessing of Nonconvexity in Deep Linear Models: Depth Flattens the Optimization Landscape Around the True Solution.

Jianhao Ma, Salar Fattahi

CoRR, 2022

Blessing of Depth in Linear Regression: Deeper Models Have Flatter Landscape Around the True Solution.

Jianhao Ma, Salar Fattahi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Towards Understanding Generalization via Decomposing Excess Risk Dynamics.

Jiaye Teng, Jianhao Ma, Yang Yuan

Proceedings of the Tenth International Conference on Learning Representations, 2022

Dense-FCN: A Deep Learning Approach for Weather Radar Beam Blockage Correction.

Jiawei Sun, Hao Wu, Qi Liu, Xiaodong Liu, Jianhao Ma

Proceedings of the IEEE Intl. Conf. on Dependable, 2022

A Precipitation Prediction Method Based on UNet and Attention Mechanism.

Jianhao Ma, Jiawei Sun, Qi Liu, Xiaodong Liu

Proceedings of the IEEE Intl. Conf. on Dependable, 2022

2021

10-MHz High-Power Pulse Generator on Boost Module.

Yingjiang He, Jianhao Ma, Liang Yu, Shoulong Dong, Liangxi Gao, Weirong Zeng, Chenguo Yao

IEEE Trans. Ind. Electron., 2021

Implicit Regularization of Sub-Gradient Method in Robust Matrix Recovery: Don't be Afraid of Outliers.

Jianhao Ma, Salar Fattahi

CoRR, 2021

Task Scheduling Based on Multi-level Hashing and HRRN in cloud computing.

Lei Zeng, Jiawei Sun, Jianhao Ma, Qi Liu

Proceedings of the IEEE Intl Conf on Dependable, 2021

2017

Bipolar Microsecond Pulses and Insulated Needle Electrodes for Reducing Muscle Contractions During Irreversible Electroporation.

Chenguo Yao, Shoulong Dong, Yajun Zhao, Yanpeng Lv, Hongmei Liu, Lingyu Gong, Jianhao Ma, Haifeng Wang, Yinghao Sun

IEEE Trans. Biomed. Eng., 2017