Shaocong Ma

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Optimization Methods

Variance Reduction

Top Venues

Publications

Shaocong Ma, James Diffenderfer, Bhavya Kailkhura, Yi Zhou
End-to-End Mesh Optimization of a Hybrid Deep Learning Black-Box PDE Solver. CoRR (2024)
Yi Zhou, Shaocong Ma
Stochastic Optimization Methods for Policy Evaluation in Reinforcement Learning. Found. Trends Optim. 6 (3) (2024)
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)