Shaocong Ma
8 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
sample complexity
(4)
stochastic gradient descent
(3)
off-policy learning
(2)
variance reduction
(2)
reinforcement learning
(2)
markov game
(2)
convergence analysis
(2)
nash equilibrium
(1)
asymptotic variance
(1)
linear function approximation
(1)
primal-dual algorithm
(1)
finite-time analysis
(1)
entropy regularization
(1)
zeroth-order optimization
(1)
non-asymptotic convergence
(1)
gradient estimator
(1)
correlated equilibrium
(1)
decentralized algorithm
(1)
lagrangian method
(1)
decentralized learning
(1)
Papers
Revisiting Zeroth-Order Optimization: Minimum-Variance Two-Point Estimators and Directionally Aligned Perturbations
ICLR 2025
Decentralized Robust V-learning for Solving Markov Games with Model Uncertainty
JMLR 2023
Data sampling affects the complexity of online SGD over dependent data
UAI 2022
Finding Correlated Equilibrium of Constrained Markov Game: A Primal-Dual Approach
NeurIPS 2022
Sample Efficient Stochastic Policy Extragradient Algorithm for Zero-Sum Markov Game
ICLR 2022
Greedy-GQ with Variance Reduction: Finite-time Analysis and Improved Complexity
ICLR 2021
Understanding the Impact of Model Incoherence on Convergence of Incremental SGD with Random Reshuffle
ICML 2020
Variance-Reduced Off-Policy TDC Learning: Non-Asymptotic Convergence Analysis
NeurIPS 2020