A Lyapunov Theory for Finite-Sample Guarantees of Markovian Stochastic Approximation
- Zaiwei Chen ,
Corresponding Author
Zaiwei Chen
[email protected]https://orcid.org/0000-0001-9915-5595
The School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332;
- Siva T. Maguluri ,
Siva T. Maguluri
[email protected]https://orcid.org/0000-0002-5797-1639
The School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332;
- Sanjay Shakkottai ,
Sanjay Shakkottai
[email protected]https://orcid.org/0000-0002-4325-9050
Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, Texas 78712;
- Karthikeyan Shanmugam
Karthikeyan Shanmugam
[email protected]https://orcid.org/0009-0008-2879-5868
IBM Research AI Group, Yorktown Heights, New York 10598
Corresponding Author
Zaiwei Chen
[email protected]https://orcid.org/0000-0001-9915-5595
The School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332;
Siva T. Maguluri
[email protected]https://orcid.org/0000-0002-5797-1639
The School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332;
Sanjay Shakkottai
[email protected]https://orcid.org/0000-0002-4325-9050
Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, Texas 78712;
Karthikeyan Shanmugam
[email protected]https://orcid.org/0009-0008-2879-5868
IBM Research AI Group, Yorktown Heights, New York 10598
