Tiancheng Qin

Orcid: 0000-0002-0652-7263

According to our database1, Tiancheng Qin authored at least 11 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
Faster Convergence of Local SGD for Over-Parameterized Models.
Trans. Mach. Learn. Res., 2024

Learning ε-Nash equilibrium stationary policies in stochastic games with unknown independent chains using online mirror descent.
Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

2023
Scalable and Independent Learning of Nash Equilibrium Policies in n-Player Stochastic Games with Unknown Independent Chains.
CoRR, 2023

Local Environment Poisoning Attacks on Federated Reinforcement Learning.
CoRR, 2023

Communication-Efficient Local SGD for Over-Parametrized Models with Partial Participation.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022
Theta-Resonance: A Single-Step Reinforcement Learning Method for Design Space Exploration.
CoRR, 2022

The Role of Local Steps in Local SGD.
CoRR, 2022

Decentralized Federated Learning for Over-Parameterized Models.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021
Optimal Online Algorithms for File-Bundle Caching and Generalization to Distributed Caching.
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2021

A Randomized Algorithm for Generalized Accelerated Projection Method.
IEEE Control. Syst. Lett., 2021

Communication-Efficient Decentralized Local SGD over Undirected Networks.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021


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