Fetching the paper…
Reading the bibliography…
Modeling multi-agent systems on networks is a fundamental challenge in a wide variety of disciplines.
Self-entrainment of a population of coupled non-linear oscillators
Yoshiki Kuramoto · 1975
Earlier work this paper cites.
Principal components analysis of three-mode data by means of alternating least squares algorithms
P.M. Kroonenberg and J. De Leeuw · 1980
Earlier work this paper cites.
Solving least squares problems
Charles L Lawson and Richard J Hanson · 1995
Earlier work this paper cites.
Regularization of inverse problems
Heinz Werner Engl, Martin Hanke, and Andreas Neubauer · 1996
Earlier work this paper cites.
Rank-deficient and discrete ill-posed problems: numerical aspects of linear inversion
Per Christian Hansen · 1998
Earlier work this paper cites.
Best Choices for Regularization Parameters in Learning Theory: On the Bias—Variance Problem
Felipe Cucker and Steve Smale · 2002
Earlier work this paper cites.
Functional analysis
Peter D. Lax · 2002
Earlier work this paper cites.
A nonlinear programming algorithm for solving semidefinite programs via low-rank factorization
Samuel Burer and Renato DC Monteiro · 2003
Earlier work this paper cites.
Stable flocking of mobile agents, part i: Fixed topology
Herbert G Tanner, Ali Jadbabaie, and George J Pappas · 2003
Earlier work this paper cites.
Procrustes problems
John C Gower and Garmt B Dijksterhuis · 2004
Earlier work this paper cites.
Local minima and convergence in low-rank semidefinite programming
Samuel Burer and Renato D. C. Monteiro · 2005
Earlier work this paper cites.
Decoding by linear programming
Emmanuel J. Candès and Terence Tao · 2005
Earlier work this paper cites.
Probabilistic symmetries and invariance principles
Olav Kallenberg · 2005
Earlier work this paper cites.
Pattern recognition and machine learning
Christopher M. Bishop · 2006
Earlier work this paper cites.
Complex networks: Structure and dynamics
Stefano Boccaletti, Vito Latora, Yamir Moreno, Martin Chavez, and D-U Hwang · 2006
Earlier work this paper cites.
A theoretical study of different leader roles in networks
Wei Wang and J-JE Slotine · 2006
Earlier work this paper cites.
Consensus and cooperation in networked multi-agent systems
Reza Olfati-Saber, J Alex Fax, and Richard M Murray · 2007
Earlier work this paper cites.
The restricted isometry property and its implications for compressed sensing
Emmanuel J. Candès · 2008
Cited alongside, same era.
Exact matrix completion via convex optimization
Emmanuel J. Candès and Benjamin Recht · 2009
Cited alongside, same era.
The power of convex relaxation: near-optimal matrix completion
Emmanuel J. Candès and Terence Tao · 2010
Cited alongside, same era.
Hierarchical group dynamics in pigeon flocks
Máté Nagy, Zsuzsa Ákos, Dora Biro, and Tamás Vicsek · 2010
Cited alongside, same era.
Guaranteed minimum-rank solutions of linear matrix equations via nuclear norm minimization
Benjamin Recht, Maryam Fazel, and Pablo A Parrilo · 2010
Cited alongside, same era.
Estimation of high-dimensional low-rank matrices
Angelika Rohde and Alexandre B. Tsybakov · 2011
Cited alongside, same era.
A comprehensive survey on graph neural networks
Zonghan Wu, Shirui Pan, Fengwen Chen, Guodong Long, Chengqi Zhang, and S Yu Philip · 2020
Later among the works it cites.
On the identifiability of interaction functions in systems of interacting particles
Zhongyang Li, Fei Lu, Mauro Maggioni, Sui Tang, and Cheng Zhang · 2021
Later among the works it cites.
Learning interaction kernels in heterogeneous systems of agents from multiple trajectories
Fei Lu, Mauro Maggioni, and Sui Tang · 2021
Later among the works it cites.
Learning interaction kernels in stochastic systems of interacting particles from multiple trajectories
Fei Lu, Mauro Maggioni, and Sui Tang · 2021
Later among the works it cites.
Learning multi-agent coordination through graph-driven communication
E Pesce and G Montana · 2021
Later among the works it cites.
Learning nonlinear couplings in swarm of agents from a single sample trajectory
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
User-friendly tail bounds for sums of random matrices
Joel A. Tropp · 2012
Cited alongside, same era.
Synchronization in complex networks of phase oscillators: A survey
Florian Dörfler and Francesco Bullo · 2014
Cited alongside, same era.
Heterophilious Dynamics Enhances Consensus
Sebastien Motsch and Eitan Tadmor · 2014
Cited alongside, same era.
Inferring interaction rules from observations of evolutive systems i: The variational approach, 2016
Mattia Bongini, Massimo Fornasier, M. Hansen, and Mauro Maggioni · 2016
Cited alongside, same era.
Phase Retrieval Meets Statistical Learning Theory: A Flexible Convex Relaxation
Sohail Bahmani and Justin Romberg · 2017
Cited alongside, same era.
No spurious local minima in nonconvex low rank problems: A unified geometric analysis
Rong Ge, Chi Jin, and Yi Zheng · 2017
Cited alongside, same era.
Arash Amini, Qiyu Sun, and Nader Motee · 2022
Later among the works it cites.
Learning transition operators from sparse space-time samples
Sui Tang Christian Kümmerle, Mauro Maggioni · 2022
Later among the works it cites.
Alternating minimization for generalized rank one matrix sensing: Sharp predictions from a random initialization
Kabir Aladin Chandrasekher, Mengqi Lou, and Ashwin Pananjady · 2022
Later among the works it cites.
Learning interaction variables and kernels from observations of agent-based systems
Jinchao Feng, Mauro Maggioni, Patrick Martin, and Ming Zhong · 2022
Later among the works it cites.
The synchronized dynamics of time-varying networks
Dibakar Ghosh, Mattia Frasca, Alessandro Rizzo, Soumen Majhi, Sarbendu Rakshit, Karin Alfaro-Bittner, and Stefano Boccaletti · 2022
Later among the works it cites.
Data adaptive RKHS Tikhonov regularization for learning kernels in operators
Fei Lu, Quanjun Lang, and Qingci An · 2022
Later among the works it cites.
Expander graphs are globally synchronizing, 2023
Pedro Abdalla, Afonso S. Bandeira, Martin Kassabov, Victor Souza, Steven H. Strogatz, and Alex Townsend · 2023
Later among the works it cites.
Local weak convergence for sparse networks of interacting processes
Daniel Lacker, Kavita Ramanan, and Ruoyu Wu · 2023
Later among the works it cites.
Randomly initialized alternating least squares: fast convergence for matrix sensing
Kiryung Lee and Dominik Stöger · 2023
Later among the works it cites.
Learning theory for inferring interaction kernels in second-order interacting agent systems
Jason Miller, Sui Tang, Ming Zhong, and Mauro Maggioni · 2023
Later among the works it cites.
Optimal minimax rate of learning interaction kernels
Xiong Wang, Inbar Seroussi, and Fei Lu · 2023
Later among the works it cites.