Bryan Van Scoy

John W. Simpson-Porco

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

A Tutorial on the Structure of Distributed Optimization Algorithms.

[BibT_eX]

[DOI]

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

A Tutorial on a Lyapunov-Based Approach to the Analysis of Iterative Optimization Algorithms.

[BibT_eX]

[DOI]

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

2022

A Universal Decomposition for Distributed Optimization Algorithms.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2022

Absolute Stability via Lifting and Interpolation.

[BibT_eX]

[DOI]

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

2020

Analysis and Design of First-Order Distributed Optimization Algorithms Over Time-Varying Graphs.

[BibT_eX]

[DOI]

Akhil Sundararajan

IEEE Trans. Control. Netw. Syst., 2020

Systematic Analysis of Distributed Optimization Algorithms over Jointly-Connected Networks.

[BibT_eX]

[DOI]

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

Integral Quadratic Constraints: Exact Convergence Rates and Worst-Case Trajectories.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

A Canonical Form for First-Order Distributed Optimization Algorithms.

[BibT_eX]

[DOI]

Akhil Sundararajan

Proceedings of the 2019 American Control Conference, 2019

2018

The Fastest Known Globally Convergent First-Order Method for Minimizing Strongly Convex Functions.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2018

Tutorial on dynamic average consensus: the problem, its applications, and the algorithms.

[BibT_eX]

[DOI]

CoRR, 2018

Lyapunov Functions for First-Order Methods: Tight Automated Convergence Guarantees.

[BibT_eX]

[DOI]

Adrien B. Taylor

Proceedings of the 35th International Conference on Machine Learning, 2018

A Robust Accelerated Optimization Algorithm for Strongly Convex Functions.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

2016

Feedforward estimators for the distributed average tracking of bandlimited signals in discrete time with switching graph topology.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015

Design of robust dynamic average consensus estimators.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Optimal worst-case dynamic average consensus.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2015

Exploiting memory in dynamic average consensus.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

Asymptotic mean ergodicity of average consensus estimators.

[BibT_eX]

[DOI]