-
V. Centorrino,
A. Gokhale,
A. Davydov,
G. Russo,
and F. Bullo.
Contractivity of Competitive Neural Networks for Sparse Reconstruction.
Technical Report,
September 2023.
Keyword(s): Contraction Theory,
Neural Networks.
@Article{ vc-ag-ad-gr-fb:23a,
author = {V. Centorrino and A. Gokhale and A. Davydov and G. Russo and F. Bullo},
title = {Contractivity of Competitive Neural Networks for Sparse Reconstruction},
year = 2023,
month = sep,
journal = {Technical Report},
nodoi = {10.1109/LCSYS.2023.3278250},
keywords = {Contraction Theory, Neural Networks}
}
-
V. Centorrino,
A. Gokhale,
A. Davydov,
G. Russo,
and F. Bullo.
Euclidean Contractivity of Neural Networks with Symmetric Weights.
IEEE Control Systems Letters,
7:1724-1729,
2023.
Keyword(s): Contraction Theory,
Neural Networks.
@Article{ vc-ag-ad-gr-fb:23c,
author = {V. Centorrino and A. Gokhale and A. Davydov and G. Russo and F. Bullo},
title = {Euclidean Contractivity of Neural Networks with Symmetric Weights},
year = 2023,
journal = lcss,
volume = 7,
pages = {1724-1729},
olddoi = {10.48550/arXiv.2302.13452},
doi = {10.1109/LCSYS.2023.3278250},
keywords = {Contraction Theory, Neural Networks}
}
-
G. Chen,
W. Su,
W. Mei,
and F. Bullo.
Convergence of the Heterogeneous Deffuant-Weisbuch Model: A Complete Proof and Some Extensions.
IEEE Transactions on Automatic Control,
February 2023.
Note: Submitted.
@Article{ gc-ws-wm-fb:22t,
author = {G. Chen and W. Su and W. Mei and F. Bullo},
title = {Convergence of the Heterogeneous {Deffuant}-{Weisbuch} Model: {A} Complete Proof and Some Extensions},
journal = tac,
note = {Submitted},
year = 2023,
month = feb
}
-
J. Cheng,
G. Chen,
W. Mei,
and F. Bullo.
Heterogeneous Hegselmann-Krause Model with Random Interactions.
Automatica,
June 2023.
Note: Submitted.
@Article{ jc-gc-wm-fb:23l,
author = {J. Cheng and G. Chen and W. Mei and F. Bullo},
title = {Heterogeneous {Hegselmann}-{Krause} Model with Random Interactions},
journal = automatica,
note = {Submitted},
year = 2023,
month = jun
}
-
P. Cisneros-Velarde and F. Bullo.
Distributed Wasserstein Barycenters via Displacement Interpolation.
IEEE Transactions on Control of Network Systems,
10(2):785-795,
2023.
@Article{ pcv-fb:20k,
title = {Distributed {Wasserstein} Barycenters via Displacement Interpolation},
author = {P. Cisneros-Velarde and F. Bullo},
year = 2023,
journal = tcns,
volume = 10,
number = 2,
pages = {785-795},
doi = {10.1109/TCNS.2022.3210341},
pdf = {https://arxiv.org/pdf/2012.08610.pdf}
}
-
M. Coraggio,
S. Jafarpour,
F. Bullo,
and M. di Bernardo.
Minimax Flow over Acyclic Networks: Distributed Algorithms and Microgrid Application.
IEEE Transactions on Control of Network Systems,
10(2):937-946,
2023.
@Article{ mc-sj-fb-mdb:21o,
author = {M. Coraggio and S. Jafarpour and F. Bullo and M. {di~Bernardo}},
title = {Minimax Flow over Acyclic Networks: {D}istributed Algorithms and Microgrid Application},
journal = tcns,
year = 2023,
volume = 10,
number = 2,
pages = {937-946},
doi = {10.1109/TCNS.2022.3212638},
pdf = {https://arxiv.org/abs/2201.03310}
}
-
L. Cothren,
F. Bullo,
and E. Dall'Anese.
Singular Perturbation via Contraction Theory.
Technical Report,
September 2023.
Keyword(s): Contraction Theory.
@Article{ lc-fb-eda:23g,
author = {L. Cothren and F. Bullo and E. Dall'Anese},
title = {Singular Perturbation via Contraction Theory},
journal = {Technical Report},
year = 2023,
month = sep,
keywords = {Contraction Theory}
}
-
A. Davydov,
V. Centorrino,
A. Gokhale,
G. Russo,
and F. Bullo.
Contracting Dynamics for Time-Varying Convex Optimization.
IEEE Transactions on Automatic Control,
June 2023.
Note: Submitted.
Keyword(s): Contraction Theory.
@Article{ ad-vc-ag-gr-fb:23f,
author = {A. Davydov and V. Centorrino and A. Gokhale and G. Russo and F. Bullo},
title = {Contracting Dynamics for Time-Varying Convex Optimization},
journal = tac,
year = 2023,
month = jun,
note = {Submitted},
doi = {10.48550/arXiv.2305.15595},
keywords = {Contraction Theory}
}
-
A. Davydov,
S. Jafarpour,
A. V. Proskurnikov,
and F. Bullo.
Non-Euclidean Monotone Operator Theory and Applications.
Journal of Machine Learning Research,
June 2023.
Note: Submitted.
Keyword(s): Contraction Theory,
Neural Networks.
@Article{ ad-sj-avp-fb:23b,
author = {A. Davydov and S. Jafarpour and A. V. Proskurnikov and F. Bullo},
title = {Non-{Euclidean} Monotone Operator Theory and Applications},
journal = jmlr,
year = 2023,
month = jun,
note = {Submitted},
doi = {10.48550/arXiv.2303.11273},
keywords = {Contraction Theory, Neural Networks}
}
-
R. Delabays and F. Bullo.
Semicontraction and Synchronization of Kuramoto-Sakaguchi Oscillator Networks.
IEEE Control Systems Letters,
7:1566-1571,
2023.
Keyword(s): Contraction Theory,
Oscillator Networks.
@Article{ rd-fb:22s,
author = {R. Delabays and F. Bullo},
title = {Semicontraction and Synchronization of {Kuramoto}-{Sakaguchi} Oscillator Networks},
journal = lcss,
year = 2023,
volume = 7,
pages = {1566-1571},
doi = {10.1109/LCSYS.2023.3275169},
olddoi = {10.48550/arXiv.2303.10127},
keywords = {Contraction Theory, Oscillator Networks}
}
-
G. Diaz-Garcìa,
F. Bullo,
and J. R. Marden.
Distributed Markov chain-based Strategies for Multi-Agent Robotic Surveillance.
IEEE Control Systems Letters,
7:2527-2532,
2023.
@Article{ gdg-fb-jrm:22v,
title = {Distributed {Markov} chain-based Strategies for Multi-Agent Robotic Surveillance},
author = {G. Diaz-Garc\'ia and F. Bullo and J. R. Marden},
journal = lcss,
year = 2023,
doi = {10.1109/LCSYS.2023.3288492},
volume = 7,
pages = {2527-2532}
}
-
A. Gokhale,
A. Davydov,
and F. Bullo.
Contractivity of Distributed Optimization and Nash Seeking Dynamics.
IEEE Control Systems Letters,
September 2023.
Note: Submitted.
@Article{ ag-ad-fb:23o,
author = {A. Gokhale and A. Davydov and F. Bullo},
title = {Contractivity of Distributed Optimization and {Nash} Seeking Dynamics},
journal = lcss,
month = sep,
year = 2023,
note = {Submitted},
doi = {10.48550/arXiv.2309.05873}
}
-
E. Y. Huang,
D. Paccagnan,
W. Mei,
and F. Bullo.
Assign and Appraise: Achieving Optimal Performance in Collaborative Teams.
IEEE Transactions on Automatic Control,
68(3):1614-1627,
2023.
@Article{ eyh-dp-wm-fb:19h,
author = {E. Y. Huang and D. Paccagnan and W. Mei and F. Bullo},
title = {Assign and Appraise: {A}chieving Optimal Performance in Collaborative Teams},
journal = tac,
year = 2023,
doi = {10.1109/TAC.2022.3156879},
volume = 68,
number = 3,
pages = {1614-1627},
pdf = {https://arxiv.org/pdf/2008.09817.pdf}
}
-
S. Jafarpour,
A. Davydov,
and F. Bullo.
Non-Euclidean Contraction Theory for Monotone and Positive Systems.
IEEE Transactions on Automatic Control,
68(9):5653-5660,
2023.
Keyword(s): Contraction Theory,
Neural Networks.
@Article{ sj-ad-fb:20r,
author = {S. Jafarpour and A. Davydov and F. Bullo},
title = {{Non-Euclidean} Contraction Theory for Monotone and Positive Systems},
journal = tac,
year = 2023,
volume = 68,
number = 9,
pages = {5653-5660},
doi = {10.1109/TAC.2022.3224094},
pdf = {https://arxiv.org/pdf/2104.01321.pdf},
keywords = {Contraction Theory, Neural Networks}
}
-
Y. John,
G. Diaz-Garcìa,
X. Duan,
J. R. Marden,
and F. Bullo.
A Stochastic Surveillance Stackelberg Game: Co-Optimizing Defense Placement and Patrol Strategy.
IEEE Control Systems Letters,
September 2023.
Note: Submitted.
@Article{ yj-gdg-xd-jrm-fb:23q,
author = {Y. John and G. Diaz-Garc\'ia and X. Duan and J. R. Marden and F. Bullo},
title = {A Stochastic Surveillance {Stackelberg} Game: Co-Optimizing Defense Placement and Patrol Strategy},
journal = lcss,
year = 2023,
month = sep,
doi = {10.48550/arXiv.2308.14714},
note = {Submitted}
}
-
W. Liu,
J. Sun,
G. Wang,
F. Bullo,
and J. Chen.
Data-Driven Resilient Model Predictive Control under Denial-of-Service.
IEEE Transactions on Automatic Control,
68(8):4722-4737,
2023.
@Article{ wl-js-gw-fb-jc:21c,
title = {Data-Driven Resilient Model Predictive Control under Denial-of-Service},
author = {W. Liu and J. Sun and G. Wang and F. Bullo and J. Chen},
fullauthor = {Wenjie Liu and Jian Sun and Gang Wang and Francesco Bullo and Jie Chen},
year = 2023,
journal = tac,
volume = 68,
number = 8,
pages = {4722-4737},
doi = {10.1109/TAC.2022.3209399}
}
-
W. Liu,
J. Sun,
G. Wang,
F. Bullo,
and J. Chen.
Data-Driven Self-triggered Control via Trajectory Prediction.
IEEE Transactions on Automatic Control,
2023.
Note: To appear.
@Article{ wl-js-gw-fb-jc:22e,
title = {Data-Driven Self-triggered Control via Trajectory Prediction},
author = {W. Liu and J. Sun and G. Wang and F. Bullo and J. Chen},
fullauthor = {Wenjie Liu and Jian Sun and Gang Wang and Francesco Bullo and Jie Chen},
year = 2023,
journal = tac,
note = {To appear},
doi = {10.1109/TAC.2023.3244116}
}
-
W. Liu,
J. Sun,
G. Wang,
F. Bullo,
and J. Chen.
Learning Robust Data-based LQG Controllers from Noisy Data.
IEEE Transactions on Automatic Control,
2023.
Note: Submitted.
@Article{ wl-js-gw-fb-jc:23e,
title = {Learning Robust Data-based {LQG} Controllers from Noisy Data},
author = {W. Liu and J. Sun and G. Wang and F. Bullo and J. Chen},
year = 2023,
journal = tac,
note = {Submitted},
nodoi = {10.1109/TAC.2021.3107145},
doi = {10.48550/arXiv.2305.01417}
}
-
A. V. Proskurnikov,
A. Davydov,
and F. Bullo.
The Yakubovich S-Lemma Revisited: Stability and Contractivity in Non-Euclidean Norms.
SIAM Journal on Control and Optimization,
61(4):1955-1978,
2023.
Keyword(s): Contraction Theory.
@Article{ avp-ad-fb:22a,
author = {A. V. Proskurnikov and A. Davydov and F. Bullo},
title = {The {Yakubovich} {S-Lemma} Revisited: {Stability} and Contractivity in Non-{Euclidean} Norms},
journal = sicon,
doi = {10.1137/22M1512600},
volume = 61,
number = 4,
pages = {1955-1978},
year = 2023,
keywords = {Contraction Theory},
olddoi = {10.48550/arXiv.2207.14579}
}
-
K. D. Smith and F. Bullo.
Contractivity of the Method of Successive Approximations for Optimal Control.
IEEE Control Systems Letters,
7:919-924,
2023.
Keyword(s): Contraction Theory.
@Article{ kds-fb:22o,
author = {K. D. Smith and F. Bullo},
title = {Contractivity of the Method of Successive Approximations for Optimal Control},
journal = lcss,
year = 2023,
volume = 7,
pages = {919-924},
keywords = {Contraction Theory},
arxivdoi = {10.48550/arXiv.2209.10046},
doi = {10.1109/LCSYS.2022.3228723}
}
-
K. D. Smith and F. Bullo.
Convex Optimization of the Basic Reproduction Number.
IEEE Transactions on Automatic Control,
68(7):4398-4404,
2023.
@Article{ kds-fb:21i,
title = {Convex Optimization of the Basic Reproduction Number},
author = {K. D. Smith and F. Bullo},
journal = tac,
year = 2023,
volume = 68,
number = 7,
pages = {4398-4404},
doi = {10.1109/TAC.2022.3212012}
}
-
Y. Tian,
L. Wang,
and F. Bullo.
How Social Influence affects the Wisdom of Crowds in Influence Networks.
SIAM Journal on Control and Optimization,
61(4):2334-2357,
2023.
@Article{ yt-lw-fb:20q,
author = {Y. Tian and L. Wang and F. Bullo},
title = {How Social Influence affects the Wisdom of Crowds in Influence Networks},
journal = sicon,
year = 2023,
doi = {10.1137/22M1492751},
volume = 61,
number = 4,
pages = {2334-2357},
oldurl = {https://arxiv.org/abs/2204.13610}
}
-
R. Yan,
X. Duan,
R. Zou,
X. He,
Z. Shi,
and F. Bullo.
Multiplayer Homicidal Chauffeur Reach-Avoid Games: A Pursuit Enclosure Function Approach.
Automatica,
2023.
Note: Submitted.
@Article{ ry-xd-rz-xh-zs-fb:23h,
author = {R. Yan and X. Duan and R. Zou and X. He and Z. Shi and F. Bullo},
fullauthor = {rui.yan@cs.ox.ac.uk (Rui Yan), xduan@sjtu.edu.cn (Xiaoming Duan), zr20@mails.tsinghua.edu.cn (Rui Zou), hex20@mails.tsinghua.edu.cn (Xin He), szy@mail.tsinghua.edu.cn (Zongying Shi), bullo@ucsb.edu (Francesco Bullo).},
title = {Multiplayer Homicidal Chauffeur Reach-Avoid Games: {A} Pursuit Enclosure Function Approach},
journal = automatica,
note = {Submitted},
year = 2023
}