Jianhao Ma
6 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
Conferences
ICLR (2)
COLT (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
sub-gradient method
(2)
low-rank matrix
(2)
global convergence
(2)
matrix completion
(1)
low-rank matrix recovery
(1)
optimization landscape
(1)
matrix recovery
(1)
deep neural network
(1)
neural network depth
(1)
flat minimum
(1)
robust optimization
(1)
flat landscape
(1)
gradient descent
(1)
linear regression
(1)
Papers
PARQ: Piecewise-Affine Regularized Quantization
ICML 2025
Convergence of Gradient Descent with Small Initialization for Unregularized Matrix Completion
COLT 2024
Behind the Scenes of Gradient Descent: A Trajectory Analysis via Basis Function Decomposition
ICLR 2023
Global Convergence of Sub-gradient Method for Robust Matrix Recovery: Small Initialization, Noisy Measurements, and Over-parameterization
JMLR 2023
Blessing of Depth in Linear Regression: Deeper Models Have Flatter Landscape Around the True Solution
NIPS 2022
Towards Understanding Generalization via Decomposing Excess Risk Dynamics
ICLR 2022