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Shaocong Ma
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2020 – today
- 2024
- [j2]Yi Zhou, Shaocong Ma:
Stochastic Optimization Methods for Policy Evaluation in Reinforcement Learning. Found. Trends Optim. 6(3): 145-192 (2024) - [i6]Shaocong Ma, James Diffenderfer, Bhavya Kailkhura, Yi Zhou:
End-to-End Mesh Optimization of a Hybrid Deep Learning Black-Box PDE Solver. CoRR abs/2404.11766 (2024) - 2023
- [j1]Shaocong Ma, Ziyi Chen, Shaofeng Zou, Yi Zhou:
Decentralized Robust V-learning for Solving Markov Games with Model Uncertainty. J. Mach. Learn. Res. 24: 371:1-371:40 (2023) - 2022
- [c7]Ziyi Chen, Shaocong Ma, Yi Zhou:
Sample Efficient Stochastic Policy Extragradient Algorithm for Zero-Sum Markov Game. ICLR 2022 - [c6]Ziyi Chen, Shaocong Ma, Yi Zhou:
Accelerated Proximal Alternating Gradient-Descent-Ascent for Nonconvex Minimax Machine Learning. ISIT 2022: 672-677 - [c5]Ziyi Chen, Shaocong Ma, Yi Zhou:
Finding Correlated Equilibrium of Constrained Markov Game: A Primal-Dual Approach. NeurIPS 2022 - [c4]Shaocong Ma, Ziyi Chen, Yi Zhou, Kaiyi Ji, Yingbin Liang:
Data sampling affects the complexity of online SGD over dependent data. UAI 2022: 1296-1305 - [i5]Shaocong Ma, Ziyi Chen, Yi Zhou, Kaiyi Ji, Yingbin Liang:
Data Sampling Affects the Complexity of Online SGD over Dependent Data. CoRR abs/2204.00006 (2022) - 2021
- [c3]Shaocong Ma, Ziyi Chen, Yi Zhou, Shaofeng Zou:
Greedy-GQ with Variance Reduction: Finite-time Analysis and Improved Complexity. ICLR 2021 - [i4]Shaocong Ma, Ziyi Chen, Yi Zhou, Shaofeng Zou:
Greedy-GQ with Variance Reduction: Finite-time Analysis and Improved Complexity. CoRR abs/2103.16377 (2021) - [i3]Ziyi Chen, Shaocong Ma, Yi Zhou:
Accelerated Proximal Alternating Gradient-Descent-Ascent for Nonconvex Minimax Machine Learning. CoRR abs/2112.11663 (2021) - 2020
- [c2]Shaocong Ma, Yi Zhou:
Understanding the Impact of Model Incoherence on Convergence of Incremental SGD with Random Reshuffle. ICML 2020: 6565-6574 - [c1]Shaocong Ma, Yi Zhou, Shaofeng Zou:
Variance-Reduced Off-Policy TDC Learning: Non-Asymptotic Convergence Analysis. NeurIPS 2020 - [i2]Shaocong Ma, Yi Zhou:
Understanding the Impact of Model Incoherence on Convergence of Incremental SGD with Random Reshuffle. CoRR abs/2007.03509 (2020) - [i1]Shaocong Ma, Yi Zhou, Shaofeng Zou:
Variance-Reduced Off-Policy TDC Learning: Non-Asymptotic Convergence Analysis. CoRR abs/2010.13272 (2020)
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