Tiancheng Qin

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Stochastic Games

Top Venues

IEEE Control. Syst. Lett.

Publications

Tiancheng Qin, S. Rasoul Etesami
Learning ε-Nash equilibrium stationary policies in stochastic games with unknown independent chains using online mirror descent. L4DC (2024)
Tiancheng Qin, S. Rasoul Etesami, César A. Uribe
Faster Convergence of Local SGD for Over-Parameterized Models. Trans. Mach. Learn. Res. 2024 (2024)
Tiancheng Qin, S. Rasoul Etesami
Scalable and Independent Learning of Nash Equilibrium Policies in n-Player Stochastic Games with Unknown Independent Chains. CoRR (2023)
Tiancheng Qin, Jayesh Yevale, S. Rasoul Etesami
Communication-Efficient Local SGD for Over-Parametrized Models with Partial Participation. CDC (2023)
Tiancheng Qin, S. Rasoul Etesami, César A. Uribe
Decentralized Federated Learning for Over-Parameterized Models. CDC (2022)
Tiancheng Qin, S. Rasoul Etesami, César A. Uribe
The Role of Local Steps in Local SGD. CoRR (2022)
Tiancheng Qin, S. Rasoul Etesami, César A. Uribe
Faster Convergence of Local SGD for Over-Parameterized Models. CoRR (2022)
Masood S. Mortazavi, Tiancheng Qin, Ning Yan
Theta-Resonance: A Single-Step Reinforcement Learning Method for Design Space Exploration. CoRR (2022)
Tiancheng Qin, S. Rasoul Etesami, César A. Uribe
Communication-Efficient Decentralized Local SGD over Undirected Networks. CDC (2021)
Tiancheng Qin, S. Rasoul Etesami
A Randomized Algorithm for Generalized Accelerated Projection Method. IEEE Control. Syst. Lett. 5 (1) (2021)
Tiancheng Qin, S. Rasoul Etesami
Optimal Online Algorithms for File-Bundle Caching and Generalization to Distributed Caching. ACM Trans. Model. Perform. Evaluation Comput. Syst. 6 (1) (2021)
Tiancheng Qin, S. Rasoul Etesami
Optimal Online Algorithms for File-Bundle Caching and Generalization to Distributed Caching. CoRR (2020)
Tiancheng Qin, S. Rasoul Etesami, César A. Uribe
Communication-efficient Decentralized Local SGD over Undirected Networks. CoRR (2020)