Shaocong Ma
8 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5) π Academic Marathon (5)
π
Cross-Pollinator
(10)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(17)
Conferences
ICLR (3)
NIPS (2)
ICML (1)
JMLR (1)
UAI (1)
Top co-authors
Keywords
stochastic gradient descent
(2)
sample complexity
(2)
markov game
(2)
temporal difference learning
(1)
online learning
(1)
game theory
(1)
convergence analysis
(1)
robust reinforcement learning
(1)
model uncertainty
(1)
variance reduction
(1)
temporal-difference learning
(1)
off-policy learning
(1)
primal-dual algorithm
(1)
non-asymptotic convergence
(1)
correlated equilibrium
(1)
decentralized algorithm
(1)
lagrangian method
(1)
decentralized learning
(1)
mixing process
(1)
dependent datum
(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
Sample Efficient Stochastic Policy Extragradient Algorithm for Zero-Sum Markov Game
ICLR 2022
Data sampling affects the complexity of online SGD over dependent data
UAI 2022
Finding Correlated Equilibrium of Constrained Markov Game: A Primal-Dual Approach
NIPS 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
NIPS 2020