Laurent Lessard

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Soavtorji

Bryan Van ScoyMiami UniversityPreverjeni e-poštni naslov na miamioh.edu
Sanjay LallStanford UniversityPreverjeni e-poštni naslov na stanford.edu
Andrew PackardProfessor, Mech Eng, UC BerkeleyPreverjeni e-poštni naslov na berkeley.edu
Bin HuUniversity of Illinois at Urbana-ChampaignPreverjeni e-poštni naslov na illinois.edu
Benjamin RechtProfessor of EECS, University of California, BerkeleyPreverjeni e-poštni naslov na eecs.berkeley.edu
Peter Seiler JrUniversity of Michigan, Ann ArborPreverjeni e-poštni naslov na umich.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyPreverjeni e-poštni naslov na cs.berkeley.edu
Robert NishiharaAnyscalePreverjeni e-poštni naslov na eecs.berkeley.edu
Saman CyrusUniversity of Wisconsin--PlattevillePreverjeni e-poštni naslov na wisc.edu
Xiaojin ZhuProfessor in Computer Science at University of Wisconsin-MadisonPreverjeni e-poštni naslov na cs.wisc.edu
Xuezhou ZhangBoston UniversityPreverjeni e-poštni naslov na bu.edu
Andy LamperskiAssociate Professor, Electrical and Computer Engineering, University of MinnesotaPreverjeni e-poštni naslov na umn.edu
Ashutosh NayyarUniversity of Southern CaliforniaPreverjeni e-poštni naslov na usc.edu
Akhil SundararajanUniversity of Wisconsin-MadisonPreverjeni e-poštni naslov na wisc.edu
Murat ArcakProfessor of Electrical Engineering and Computer SciencePreverjeni e-poštni naslov na eecs.berkeley.edu
Ross BoczarUniversity of WashingtonPreverjeni e-poštni naslov na uw.edu
Adrien TaylorInria - ENS ParisPreverjeni e-poštni naslov na inria.fr
Matthew WestProfessor of Mechanical Science and EngineeringPreverjeni e-poštni naslov na illinois.edu
Anders RantzerProfessor, Lund UniversityPreverjeni e-poštni naslov na control.lth.se
Stephen WrightDepartment of Computer Sciences and Wisconsin Institute for Discovery, University of WisconsinPreverjeni e-poštni naslov na cs.wisc.edu

Spremljaj

Laurent Lessard

Associate Professor, Northeastern University

Preverjeni e-poštni naslov na northeastern.edu - Domača stran

Control Theory Optimization Linear Systems Machine Learning


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
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	724	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	389	2015
Dissipativity Theory for Nesterov's Accelerated Method B Hu, L Lessard International Conference on Machine Learning (ICML), 1549-1557, 2017	141	2017
Online data poisoning attack X Zhang, X Zhu, L Lessard arXiv preprint arXiv:1903.01666, 2019	116	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	105	2018
Optimal decentralized state-feedback control with sparsity and delays A Lamperski, L Lessard Automatica 58, 143-151, 2015	96	2015
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
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	91	2018
Quadratic invariance is necessary and sufficient for convexity L Lessard, S Lall American Control Conference (ACC), 5360-5362, 2011	84	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	82	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	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
Analysis of biased stochastic gradient descent using sequential semidefinite programs B Hu, P Seiler, L Lessard Mathematical Programming, 1-26, 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
Control interpretations for first-order optimization methods B Hu, L Lessard American Control Conference (ACC), 3114-3119, 2017	56	2017
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	53	2022
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
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
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

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