Sebastien Colla

According to our database, Sebastien Colla authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Exploiting Agent Symmetries for Performance Analysis of Distributed Optimization Methods.

Sebastien Colla, Julien M. Hendrickx

Open J. Math. Optim., 2026

2025

Analysis of Value Iteration Through Absolute Probability Sequences.

Arsenii Mustafin, Sebastien Colla, Alex Olshevsky, Ioannis Ch. Paschalidis

CoRR, February, 2025

2024

Computer-aided analysis of decentralized optimization methods.

Sébastien Colla

PhD thesis, 2024

On the Optimal Communication Weights in Distributed Optimization Algorithms.

Sebastien Colla, Julien M. Hendrickx

CoRR, 2024

2023

Automatic Performance Estimation for Decentralized Optimization.

Sebastien Colla, Julien M. Hendrickx

IEEE Trans. Autom. Control., December, 2023

Interpolation Constraints for Computing Worst-Case Bounds in Performance Estimation Problems.

Anne Rubbens, Nizar Bousselmi, Sébastien Colla, Julien M. Hendrickx

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Automated Performance Estimation for Decentralized Optimization via Network Size Independent Problems.

Sebastien Colla, Julien M. Hendrickx

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Automated Worst-Case Performance Analysis of Decentralized Gradient Descent.

Sebastien Colla, Julien M. Hendrickx

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021