Runchao Ma
3 papers · 2018–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
Top co-authors
Research topics
Keywords
level set method
(2)
convex optimization
(1)
first-order method
(1)
subgradient method
(1)
weakly convex optimization
(1)
constrained convex optimization
(1)
saddle point problem
(1)
stochastic variance reduced gradient
(1)
parameter-free method
(1)
projection-free method
(1)
functional constraint
(1)
error bound condition
(1)
non-convex constraint
(1)
finite-sum optimization
(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