Laurent Lessard

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Bryan Van ScoyMiami UniversityVerificeret mail på miamioh.edu
Sanjay LallStanford UniversityVerificeret mail på stanford.edu
Andrew PackardProfessor, Mech Eng, UC BerkeleyVerificeret mail på berkeley.edu
Benjamin RechtProfessor of EECS, University of California, BerkeleyVerificeret mail på eecs.berkeley.edu
Bin HuUniversity of Illinois at Urbana-ChampaignVerificeret mail på illinois.edu
Peter Seiler JrUniversity of Michigan, Ann ArborVerificeret mail på umich.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerificeret mail på cs.berkeley.edu
Robert NishiharaAnyscaleVerificeret mail på eecs.berkeley.edu
Saman CyrusUniversity of Wisconsin--PlattevilleVerificeret mail på wisc.edu
Xiaojin ZhuProfessor in Computer Science at University of Wisconsin-MadisonVerificeret mail på cs.wisc.edu
Xuezhou ZhangBoston UniversityVerificeret mail på bu.edu
Andy LamperskiAssociate Professor, Electrical and Computer Engineering, University of MinnesotaVerificeret mail på umn.edu
Ashutosh NayyarUniversity of Southern CaliforniaVerificeret mail på usc.edu
Akhil SundararajanUniversity of Wisconsin-MadisonVerificeret mail på wisc.edu
Murat ArcakProfessor of Electrical Engineering and Computer ScienceVerificeret mail på eecs.berkeley.edu
Ross BoczarUniversity of WashingtonVerificeret mail på uw.edu
Adrien TaylorInria - ENS ParisVerificeret mail på inria.fr
Matthew WestProfessor of Mechanical Science and EngineeringVerificeret mail på illinois.edu
Anders RantzerProfessor, Lund UniversityVerificeret mail på control.lth.se
Stephen WrightDepartment of Computer Sciences and Wisconsin Institute for Discovery, University of WisconsinVerificeret mail på cs.wisc.edu

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Laurent Lessard

Associate Professor, Northeastern University

Verificeret mail på northeastern.edu - Startside

Control Theory Optimization Linear Systems Machine Learning


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	År
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	718	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	386	2015
Dissipativity Theory for Nesterov's Accelerated Method B Hu, L Lessard International Conference on Machine Learning (ICML), 1549-1557, 2017	142	2017
Online data poisoning attack X Zhang, X Zhu, L Lessard arXiv preprint arXiv:1903.01666, 2019	114	2019
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	103	2018
Optimal decentralized state-feedback control with sparsity and delays A Lamperski, L Lessard Automatica 58, 143-151, 2015	98	2015
Optimal controller synthesis for the decentralized two-player problem with output feedback L Lessard, S Lall American Control Conference (ACC), 6314-6321, 2012	94	2012
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	89	2018
Quadratic invariance is necessary and sufficient for convexity L Lessard, S Lall American Control Conference (ACC), 5360-5362, 2011	82	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	79	2018
Analysis of biased stochastic gradient descent using sequential semidefinite programs B Hu, P Seiler, L Lessard Mathematical Programming, 1-26, 2020	75	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	69	2022
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	67	2020
Optimal control of two-player systems with output feedback L Lessard, S Lall IEEE Transactions on Automatic Control 60 (8), 2129-2144, 2015	60	2015
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
Control interpretations for first-order optimization methods B Hu, L Lessard American Control Conference (ACC), 3114-3119, 2017	56	2017
Convexity of decentralized controller synthesis L Lessard, S Lall IEEE Transactions on Automatic Control 60 (10), 3122-3127, 2016	47	2016
Robust convergence analysis of distributed optimization algorithms A Sundararajan, B Hu, L Lessard Allerton Conference on Communication, Control, and Computing (Allerton …, 2017	45	2017
Modeling color preference using color space metrics KB Schloss, L Lessard, C Racey, AC Hurlbert Vision Research, 2017	41	2017
A canonical form for first-order distributed optimization algorithms A Sundararajan, B Van Scoy, L Lessard 2019 American Control Conference (ACC), 4075-4080, 2019	40	2019

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