Jianhao Ma

26 papers A* 5Journal 17Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
LIBRA: Language Model Informed Bandit Recourse Algorithm for Personalized Treatment Planning.
CoRR
Junyu Cao, Ruijiang Gao, Esmaeil Keyvanshokooh, Jianhao Ma
2026 J jnl
Preconditioning Benefits of Spectral Orthogonalization in Muon.
CoRR
Jianhao Ma, Yu Huang, Yuejie Chi, Yuxin Chen
2025 J jnl
Implicit Regularization of Infinitesimally-perturbed Gradient Descent Toward Low-dimensional Solutions.
CoRR
Jianhao Ma, Geyu Liang, Salar Fattahi
2025 A* conf
PARQ: Piecewise-Affine Regularized Quantization.
ICML
Lisa Jin, Jianhao Ma, Zechun Liu, Andrey Gromov, Aaron Defazio, Lin Xiao
2025 J jnl
PARQ: Piecewise-Affine Regularized Quantization.
CoRR
Lisa Jin, Jianhao Ma, Zechun Liu, Andrey Gromov, Aaron Defazio, Lin Xiao
2025 J jnl
Quantization through Piecewise-Affine Regularization: Optimization and Statistical Guarantees.
CoRR
Jianhao Ma, Lin Xiao
2025 J jnl
RANSAC Revisited: An Improved Algorithm for Robust Subspace Recovery under Adversarial and Noisy Corruptions.
CoRR
Guixian Chen, Jianhao Ma, Salar Fattahi
2024 A* conf
Convergence of Gradient Descent with Small Initialization for Unregularized Matrix Completion.
COLT
Jianhao Ma, Salar Fattahi
2024 J jnl
Convergence of Gradient Descent with Small Initialization for Unregularized Matrix Completion.
CoRR
Jianhao Ma, Salar Fattahi
2023 — conf
A Generative Adversarial Model for Weather Radar Echo Extrapolation based on Cycle Generation Structure.
DASC/PiCom/CBDCom/CyberSciTech
Jianhao Ma, Qi Liu, Yonghong Zhang, Xiaodong Liu
2023 A* conf
Behind the Scenes of Gradient Descent: A Trajectory Analysis via Basis Function Decomposition.
ICLR
Jianhao Ma, Lingjun Guo, Salar Fattahi
2023 J jnl
Global Convergence of Sub-gradient Method for Robust Matrix Recovery: Small Initialization, Noisy Measurements, and Over-parameterization.
J. Mach. Learn. Res.
Jianhao Ma, Salar Fattahi
2023 J jnl
On the Optimization Landscape of Burer-Monteiro Factorization: When do Global Solutions Correspond to Ground Truth?
CoRR
Jianhao Ma, Salar Fattahi
2023 J jnl
Robust Sparse Mean Estimation via Incremental Learning.
CoRR
Jianhao Ma, Rui Ray Chen, Yinghui He, Salar Fattahi, Wei Hu
2022 — conf
A Precipitation Prediction Method Based on UNet and Attention Mechanism.
DASC/PiCom/CBDCom/CyberSciTech
Jianhao Ma, Jiawei Sun, Qi Liu, Xiaodong Liu
2022 J jnl
Behind the Scenes of Gradient Descent: A Trajectory Analysis via Basis Function Decomposition.
CoRR
Jianhao Ma, Lingjun Guo, Salar Fattahi
2022 A* conf
Blessing of Depth in Linear Regression: Deeper Models Have Flatter Landscape Around the True Solution.
NeurIPS
Jianhao Ma, Salar Fattahi
2022 J jnl
Blessing of Nonconvexity in Deep Linear Models: Depth Flattens the Optimization Landscape Around the True Solution.
CoRR
Jianhao Ma, Salar Fattahi
2022 — conf
Dense-FCN: A Deep Learning Approach for Weather Radar Beam Blockage Correction.
DASC/PiCom/CBDCom/CyberSciTech
Jiawei Sun, Hao Wu, Qi Liu, Xiaodong Liu, Jianhao Ma
2022 J jnl
Global Convergence of Sub-gradient Method for Robust Matrix Recovery: Small Initialization, Noisy Measurements, and Over-parameterization.
CoRR
Jianhao Ma, Salar Fattahi
2022 A* conf
Towards Understanding Generalization via Decomposing Excess Risk Dynamics.
ICLR
Jiaye Teng, Jianhao Ma, Yang Yuan
2021 J jnl
10-MHz High-Power Pulse Generator on Boost Module.
IEEE Trans. Ind. Electron.
Yingjiang He, Jianhao Ma, Liang Yu, Shoulong Dong, Liangxi Gao, Weirong Zeng, Chenguo Yao
2021 J jnl
Implicit Regularization of Sub-Gradient Method in Robust Matrix Recovery: Don't be Afraid of Outliers.
CoRR
Jianhao Ma, Salar Fattahi
2021 — conf
Task Scheduling Based on Multi-level Hashing and HRRN in cloud computing.
DASC/PiCom/CBDCom/CyberSciTech
Lei Zeng, Jiawei Sun, Jianhao Ma, Qi Liu
2021 J jnl
Towards Understanding Generalization via Decomposing Excess Risk Dynamics.
CoRR
Jiaye Teng, Jianhao Ma, Yang Yuan
2017 J jnl
Bipolar Microsecond Pulses and Insulated Needle Electrodes for Reducing Muscle Contractions During Irreversible Electroporation.
IEEE Trans. Biomed. Eng.
Chenguo Yao, Shoulong Dong, Yajun Zhao, Yanpeng Lv, Hongmei Liu, Lingyu Gong, Jianhao Ma, Haifeng Wang, Yinghao Sun