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Laurent Lessard
Laurent Lessard
Associate Professor, Northeastern University
Verified email at northeastern.edu - Homepage
Title
Cited by
Cited by
Year
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
6442016
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
3542015
Dissipativity Theory for Nesterov's Accelerated Method
B Hu, L Lessard
International Conference on Machine Learning (ICML), 1549-1557, 2017
1292017
Online data poisoning attack
X Zhang, X Zhu, L Lessard
arXiv preprint arXiv:1903.01666, 2019
1032019
Optimal controller synthesis for the decentralized two-player problem with output feedback
L Lessard, S Lall
American Control Conference (ACC), 6314-6321, 2012
932012
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
892018
Optimal decentralized state-feedback control with sparsity and delays
A Lamperski, L Lessard
Automatica 58, 143-151, 2015
882015
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
792018
Quadratic invariance is necessary and sufficient for convexity
L Lessard, S Lall
American Control Conference (ACC), 5360-5362, 2011
762011
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
652018
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
592020
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
582011
Optimal control of two-player systems with output feedback
L Lessard, S Lall
IEEE Transactions on Automatic Control 60 (8), 2129-2144, 2015
562015
Analysis of biased stochastic gradient descent using sequential semidefinite programs
B Hu, P Seiler, L Lessard
Mathematical Programming, 1-26, 2020
552020
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
512022
Control interpretations for first-order optimization methods
B Hu, L Lessard
American Control Conference (ACC), 3114-3119, 2017
482017
Robust convergence analysis of distributed optimization algorithms
A Sundararajan, B Hu, L Lessard
Allerton Conference on Communication, Control, and Computing (Allerton …, 2017
452017
Convexity of decentralized controller synthesis
L Lessard, S Lall
IEEE Transactions on Automatic Control 60 (10), 3122-3127, 2016
442016
An Optimal Control Approach to Sequential Machine Teaching
L Lessard, X Zhang, X Zhu
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2019
392019
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
392013
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