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Shaocong Ma
Publication Activity (10 Years)
Years Active: 2020-2022
Publications (10 Years): 12
Top Topics
Loss Function
Convex Optimization Problems
Interior Point Algorithm
Alpha Beta
Top Venues
CoRR
ICLR
NeurIPS
ISIT
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Publications
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Ziyi Chen
,
Shaocong Ma
,
Yi Zhou
Accelerated Proximal Alternating Gradient-Descent-Ascent for Nonconvex Minimax Machine Learning.
ISIT
(2022)
Shaocong Ma
,
Ziyi Chen
,
Yi Zhou
,
Kaiyi Ji
,
Yingbin Liang
Data Sampling Affects the Complexity of Online SGD over Dependent Data.
CoRR
(2022)
Ziyi Chen
,
Shaocong Ma
,
Yi Zhou
Finding Correlated Equilibrium of Constrained Markov Game: A Primal-Dual Approach.
NeurIPS
(2022)
Ziyi Chen
,
Shaocong Ma
,
Yi Zhou
Sample Efficient Stochastic Policy Extragradient Algorithm for Zero-Sum Markov Game.
ICLR
(2022)
Shaocong Ma
,
Ziyi Chen
,
Yi Zhou
,
Kaiyi Ji
,
Yingbin Liang
Data sampling affects the complexity of online SGD over dependent data.
UAI
(2022)
Ziyi Chen
,
Shaocong Ma
,
Yi Zhou
Accelerated Proximal Alternating Gradient-Descent-Ascent for Nonconvex Minimax Machine Learning.
CoRR
(2021)
Shaocong Ma
,
Ziyi Chen
,
Yi Zhou
,
Shaofeng Zou
Greedy-GQ with Variance Reduction: Finite-time Analysis and Improved Complexity.
ICLR
(2021)
Shaocong Ma
,
Ziyi Chen
,
Yi Zhou
,
Shaofeng Zou
Greedy-GQ with Variance Reduction: Finite-time Analysis and Improved Complexity.
CoRR
(2021)
Shaocong Ma
,
Yi Zhou
Understanding the Impact of Model Incoherence on Convergence of Incremental SGD with Random Reshuffle.
ICML
(2020)
Shaocong Ma
,
Yi Zhou
,
Shaofeng Zou
Variance-Reduced Off-Policy TDC Learning: Non-Asymptotic Convergence Analysis.
CoRR
(2020)
Shaocong Ma
,
Yi Zhou
,
Shaofeng Zou
Variance-Reduced Off-Policy TDC Learning: Non-Asymptotic Convergence Analysis.
NeurIPS
(2020)
Shaocong Ma
,
Yi Zhou
Understanding the Impact of Model Incoherence on Convergence of Incremental SGD with Random Reshuffle.
CoRR
(2020)