Analysis and design of optimization algorithms via integral quadratic constraints L Lessard, B Recht, A Packard SIAM Journal on Optimization 26 (1), 57-95, 2016 | 641 | 2016 |
A general analysis of the convergence of ADMM R Nishihara, L Lessard, B Recht, A Packard, MI Jordan International Conference on Machine Learning (ICML), 343-352, 2015 | 353 | 2015 |
Dissipativity Theory for Nesterov's Accelerated Method B Hu, L Lessard International Conference on Machine Learning (ICML), 1549-1557, 2017 | 127 | 2017 |
Online data poisoning attack X Zhang, X Zhu, L Lessard arXiv preprint arXiv:1903.01666, 2019 | 102 | 2019 |
Optimal controller synthesis for the decentralized two-player problem with output feedback L Lessard, S Lall American Control Conference (ACC), 6314-6321, 2012 | 93 | 2012 |
Color inference in visual communication: the meaning of colors in recycling KB Schloss, L Lessard, CS Walmsley, K Foley Cognitive research: principles and implications 3, 1-17, 2018 | 89 | 2018 |
Optimal decentralized state-feedback control with sparsity and delays A Lamperski, L Lessard Automatica 58, 143-151, 2015 | 88 | 2015 |
A robust accelerated optimization algorithm for strongly convex functions S Cyrus, B Hu, B Van Scoy, L Lessard 2018 Annual American Control Conference (ACC), 1376-1381, 2018 | 79 | 2018 |
Quadratic invariance is necessary and sufficient for convexity L Lessard, S Lall American Control Conference (ACC), 5360-5362, 2011 | 76 | 2011 |
Lyapunov functions for first-order methods: Tight automated convergence guarantees A Taylor, B Van Scoy, L Lessard International Conference on Machine Learning (ICML), 4897-4906, 2018 | 65 | 2018 |
Analysis and design of first-order distributed optimization algorithms over time-varying graphs A Sundararajan, B Van Scoy, L Lessard IEEE Transactions on Control of Network Systems 7 (4), 1597-1608, 2020 | 59 | 2020 |
A state-space solution to the two-player decentralized optimal control problem L Lessard, S Lall Allerton Conference on Communication, Control, and Computing, 1559-1564, 2011 | 58 | 2011 |
Optimal control of two-player systems with output feedback L Lessard, S Lall IEEE Transactions on Automatic Control 60 (8), 2129-2144, 2015 | 56 | 2015 |
Analysis of biased stochastic gradient descent using sequential semidefinite programs B Hu, P Seiler, L Lessard Mathematical Programming, 1-26, 2020 | 55 | 2020 |
Near-optimal local convergence of alternating gradient descent-ascent for minimax optimization G Zhang, Y Wang, L Lessard, RB Grosse International Conference on Artificial Intelligence and Statistics, 7659-7679, 2022 | 51 | 2022 |
Control interpretations for first-order optimization methods B Hu, L Lessard American Control Conference (ACC), 3114-3119, 2017 | 47 | 2017 |
Convexity of decentralized controller synthesis L Lessard, S Lall IEEE Transactions on Automatic Control 60 (10), 3122-3127, 2016 | 44 | 2016 |
Robust convergence analysis of distributed optimization algorithms A Sundararajan, B Hu, L Lessard Allerton Conference on Communication, Control, and Computing (Allerton …, 2017 | 43 | 2017 |
An Optimal Control Approach to Sequential Machine Teaching L Lessard, X Zhang, X Zhu International Conference on Artificial Intelligence and Statistics (AISTATS …, 2019 | 39 | 2019 |
Structural results and explicit solution for two-player LQG systems on a finite time horizon L Lessard, A Nayyar Conference on Decision and Control (CDC), 6542-6549, 2013 | 39 | 2013 |