Runchao Ma
3 papers · 2018–2025 · 2 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
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Academic Marathon
(7)
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Cross-Pollinator
(5)
Conferences
ICML (2)
JMLR (1)
Top co-authors
Keywords
convex optimization
(1)
first-order method
(1)
subgradient method
(1)
weakly convex optimization
(1)
finite sum optimization
(1)
constrained convex optimization
(1)
saddle point problem
(1)
stochastic variance reduced gradient
(1)
level set method
(1)
error-bound condition
(1)
parameter-free method
(1)
projection-free method
(1)
level-set method
(1)
functional constraint
(1)
non-convex constraint
(1)
quadratic regularization
(1)
Papers
An Adaptive Parameter-free and Projection-free Restarting Level Set Method for Constrained Convex Optimization Under the Error Bound Condition
JMLR 2025
Quadratically Regularized Subgradient Methods for Weakly Convex Optimization with Weakly Convex Constraints
ICML 2020
Level-Set Methods for Finite-Sum Constrained Convex Optimization
ICML 2018