Automated Worst-Case Performance Analysis of Decentralized Gradient Descent. - Sebastien Colla; Julien M. Hendrickx (CDC, 2021)

Automated Performance Estimation for Decentralized Optimization via Network Size Independent Problems. - Sebastien Colla; Julien M. Hendrickx (CDC, 2022)

Interpolation Constraints for Computing Worst-Case Bounds in Performance Estimation Problems. - Anne Rubbens; Nizar Bousselmi; Sébastien Colla; Julien M. Hendrickx (CDC, 2023)

Automatic Performance Estimation for Decentralized Optimization. - Sebastien Colla; Julien M. Hendrickx (IEEE Trans. Autom. Control., 2023)

On the Optimal Communication Weights in Distributed Optimization Algorithms. - Sebastien Colla; Julien M. Hendrickx (CoRR, 2024)

Exploiting Agent Symmetries for Performance Analysis of Distributed Optimization Methods. - Sebastien Colla; Julien M. Hendrickx (CoRR, 2024)

Computer-aided analysis of decentralized optimization methods. - Sébastien Colla (2024)

Analysis of Value Iteration Through Absolute Probability Sequences. - Arsenii Mustafin; Sebastien Colla; Alex Olshevsky; Ioannis Ch. Paschalidis (CoRR, 2025)