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@article{DBLP:journals/corr/abs-2402-07025,
author = {Gholamali Aminian and
Yixuan He and
Gesine Reinert and
Lukasz Szpruch and
Samuel N. Cohen},
title = {Generalization Error of Graph Neural Networks in the Mean-field Regime},
journal = {CoRR},
volume = {abs/2402.07025},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07025},
doi = {10.48550/ARXIV.2402.07025},
eprinttype = {arXiv},
eprint = {2402.07025},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-11836,
author = {Amirreza Silani and
Simon H. Tindemans},
title = {Stochastic Mean Field Game for Strategic Bidding of Consumers in Congested
Distribution Networks},
journal = {CoRR},
volume = {abs/2403.11836},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11836},
doi = {10.48550/ARXIV.2403.11836},
eprinttype = {arXiv},
eprint = {2403.11836},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-14917,
author = {Shokichi Takakura and
Taiji Suzuki},
title = {Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective},
journal = {CoRR},
volume = {abs/2403.14917},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.14917},
doi = {10.48550/ARXIV.2403.14917},
eprinttype = {arXiv},
eprint = {2403.14917},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-14917.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compnet/JonesW23,
author = {Chris Jones and
Karoline Wiesner},
title = {Improving mean-field network percolation models with neighbourhood
information},
journal = {J. Complex Networks},
volume = {11},
number = {4},
year = {2023},
url = {https://doi.org/10.1093/comnet/cnad029},
doi = {10.1093/COMNET/CNAD029},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compnet/JonesW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/ZhangLTWLCDH23,
author = {Hengxi Zhang and
Chengyue Lu and
Huaze Tang and
Xiaoli Wei and
Le Liang and
Ling Cheng and
Wenbo Ding and
Zhu Han},
title = {Mean-Field-Aided Multiagent Reinforcement Learning for Resource Allocation
in Vehicular Networks},
journal = {{IEEE} Internet Things J.},
volume = {10},
number = {3},
pages = {2667--2679},
year = {2023},
url = {https://doi.org/10.1109/JIOT.2022.3214525},
doi = {10.1109/JIOT.2022.3214525},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/ZhangLTWLCDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcn/HuiWC23,
author = {Haiming Hui and
Shuqi Wei and
Wei Chen},
title = {Fresh multiple access: {A} unified framework based on large models
and mean-field approximations},
journal = {J. Commun. Networks},
volume = {25},
number = {5},
pages = {598--620},
year = {2023},
url = {https://doi.org/10.23919/jcn.2023.000044},
doi = {10.23919/JCN.2023.000044},
timestamp = {Fri, 05 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcn/HuiWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jota/AndriaMP23,
author = {Joseph Andria and
Rosario Maggistro and
Raffaele Pesenti},
title = {Sustainable Management of Tourist Flow Networks: {A} Mean Field Model},
journal = {J. Optim. Theory Appl.},
volume = {196},
number = {2},
pages = {730--761},
year = {2023},
url = {https://doi.org/10.1007/s10957-023-02158-8},
doi = {10.1007/S10957-023-02158-8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jota/AndriaMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/WangWKH23,
author = {Dezhi Wang and
Wei Wang and
Yuhan Kang and
Zhu Han},
title = {Distributed Data Offloading in Ultra-Dense {LEO} Satellite Networks:
{A} Stackelberg Mean-Field Game Approach},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {17},
number = {1},
pages = {112--127},
year = {2023},
url = {https://doi.org/10.1109/JSTSP.2022.3226400},
doi = {10.1109/JSTSP.2022.3226400},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jstsp/WangWKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mor/ConfortiKR23,
author = {Giovanni Conforti and
Anna Kazeykina and
Zhenjie Ren},
title = {Game on Random Environment, Mean-Field Langevin System, and Neural
Networks},
journal = {Math. Oper. Res.},
volume = {48},
number = {1},
pages = {78--99},
year = {2023},
url = {https://doi.org/10.1287/moor.2022.1252},
doi = {10.1287/MOOR.2022.1252},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mor/ConfortiKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/DuchetBB23,
author = {Benoit Duchet and
Christian Bick and
{\'{A}}ine Byrne},
title = {Mean-Field Approximations With Adaptive Coupling for Networks With
Spike-Timing-Dependent Plasticity},
journal = {Neural Comput.},
volume = {35},
number = {9},
pages = {1481--1528},
year = {2023},
url = {https://doi.org/10.1162/neco\_a\_01601},
doi = {10.1162/NECO\_A\_01601},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/DuchetBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nhm/ChiriGP23,
author = {Maria Teresa Chiri and
Xiaoqian Gong and
Benedetto Piccoli},
title = {Mean-field limit of a hybrid system for multi-lane car-truck traffic},
journal = {Networks Heterog. Media},
volume = {18},
number = {2},
pages = {723--752},
year = {2023},
url = {https://doi.org/10.3934/nhm.2023031},
doi = {10.3934/NHM.2023031},
timestamp = {Tue, 16 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nhm/ChiriGP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/PhamW23,
author = {Huy{\^{e}}n Pham and
Xavier Warin},
title = {Mean-field neural networks: Learning mappings on Wasserstein space},
journal = {Neural Networks},
volume = {168},
pages = {380--393},
year = {2023},
url = {https://doi.org/10.1016/j.neunet.2023.09.015},
doi = {10.1016/J.NEUNET.2023.09.015},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/PhamW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamam/DubovskayaFBGO23,
author = {Alina Dubovskaya and
Susan C. Fennell and
Kevin Burke and
James P. Gleeson and
Doireann O'Kiely},
title = {Analysis of Mean-Field Approximation for Deffuant Opinion Dynamics
on Networks},
journal = {{SIAM} J. Appl. Math.},
volume = {83},
number = {2},
pages = {436--459},
year = {2023},
url = {https://doi.org/10.1137/22m1499765},
doi = {10.1137/22M1499765},
timestamp = {Sat, 19 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamam/DubovskayaFBGO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/PersioG23,
author = {Luca Di Persio and
Matteo Garbelli},
title = {From Optimal Control to Mean Field Optimal Transport via Stochastic
Neural Networks},
journal = {Symmetry},
volume = {15},
number = {9},
pages = {1724},
year = {2023},
url = {https://doi.org/10.3390/sym15091724},
doi = {10.3390/SYM15091724},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/symmetry/PersioG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcom/QinKA23,
author = {Yujie Qin and
Mustafa A. Kishk and
Mohamed{-}Slim Alouini},
title = {A Dominant Interferer Plus Mean Field-Based Approximation for {SINR}
Meta Distribution in Wireless Networks},
journal = {{IEEE} Trans. Commun.},
volume = {71},
number = {6},
pages = {3663--3678},
year = {2023},
url = {https://doi.org/10.1109/TCOMM.2023.3255907},
doi = {10.1109/TCOMM.2023.3255907},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcom/QinKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/WangNGGGW23,
author = {Xiaojie Wang and
Zhaolong Ning and
Lei Guo and
Song Guo and
Xinbo Gao and
Guoyin Wang},
title = {Mean-Field Learning for Edge Computing in Mobile Blockchain Networks},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {22},
number = {10},
pages = {5978--5994},
year = {2023},
url = {https://doi.org/10.1109/TMC.2022.3186699},
doi = {10.1109/TMC.2022.3186699},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/WangNGGGW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/ChenCWTXQX23,
author = {Runfeng Chen and
Jin Chen and
Haichao Wang and
Xiaobing Tong and
Yifan Xu and
Nan Qi and
Yuhua Xu},
title = {Joint Channel Access and Power Control Optimization in Large-Scale
{UAV} Networks: {A} Hierarchical Mean Field Game Approach},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {72},
number = {2},
pages = {1982--1996},
year = {2023},
url = {https://doi.org/10.1109/TVT.2022.3210287},
doi = {10.1109/TVT.2022.3210287},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvt/ChenCWTXQX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/KangWKXZH23,
author = {Yuhan Kang and
Haoxin Wang and
BaekGyu Kim and
Jiang (Linda) Xie and
Xiao{-}Ping Zhang and
Zhu Han},
title = {Time Efficient Offloading Optimization in Automotive Multi-Access
Edge Computing Networks Using Mean-Field Games},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {72},
number = {5},
pages = {6460--6473},
year = {2023},
url = {https://doi.org/10.1109/TVT.2022.3229888},
doi = {10.1109/TVT.2022.3229888},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/KangWKXZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/YeWT23,
author = {Pei{-}Gen Ye and
Yuan{-}Gen Wang and
Weixuan Tang},
title = {{S-MFRL:} Spiking Mean Field Reinforcement Learning for Dynamic Resource
Allocation of {D2D} Networks},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {72},
number = {1},
pages = {1032--1047},
year = {2023},
url = {https://doi.org/10.1109/TVT.2022.3203050},
doi = {10.1109/TVT.2022.3203050},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvt/YeWT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/winet/WangNYJZ23,
author = {Yu Wang and
Qinyin Ni and
Junjiang Yu and
Enfu Jia and
Xiaorong Zhu},
title = {An intelligent access algorithm for large scale multihop wireless
networks based on mean field game},
journal = {Wirel. Networks},
volume = {29},
number = {1},
pages = {331--344},
year = {2023},
url = {https://doi.org/10.1007/s11276-022-03025-6},
doi = {10.1007/S11276-022-03025-6},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/winet/WangNYJZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/SilaniT23,
author = {Amirreza Silani and
Simon H. Tindemans},
title = {Mean Field Game for Strategic Bidding of Energy Consumers in Congested
Distribution Networks},
booktitle = {62nd {IEEE} Conference on Decision and Control, {CDC} 2023, Singapore,
December 13-15, 2023},
pages = {3606--3611},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CDC49753.2023.10384016},
doi = {10.1109/CDC49753.2023.10384016},
timestamp = {Mon, 29 Jan 2024 17:30:32 +0100},
biburl = {https://dblp.org/rec/conf/cdc/SilaniT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/0002SKL23,
author = {Luca Arnaboldi and
Ludovic Stephan and
Florent Krzakala and
Bruno Loureiro},
editor = {Gergely Neu and
Lorenzo Rosasco},
title = {From high-dimensional {\&} mean-field dynamics to dimensionless
ODEs: {A} unifying approach to {SGD} in two-layers networks},
booktitle = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
12-15 July 2023, Bangalore, India},
series = {Proceedings of Machine Learning Research},
volume = {195},
pages = {1199--1227},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v195/arnaboldi23a.html},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/0002SKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RenZ023,
author = {Yunwei Ren and
Mo Zhou and
Rong Ge},
title = {Depth Separation with Multilayer Mean-Field Networks},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=uzFQpkEzOo},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/RenZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BordelonP23,
author = {Blake Bordelon and
Cengiz Pehlevan},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Dynamics of Finite Width Kernel and Prediction Fluctuations in Mean
Field Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/1ec69275e9f002ee068f5d68380f3290-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BordelonP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MahankaliZDG023,
author = {Arvind Mahankali and
Haochen Zhang and
Kefan Dong and
Margalit Glasgow and
Tengyu Ma},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Beyond {NTK} with Vanilla Gradient Descent: {A} Mean-Field Analysis
of Neural Networks with Polynomial Width, Samples, and Time},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/b3748cdac932d91f0a51a37db90dec50-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MahankaliZDG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wivace/NjougouoCRT23,
author = {Thierry Njougouo and
Timoteo Carletti and
Andreagiovanni Reina and
Elio Tuci},
editor = {Marco Villani and
Stefano Cagnoni and
Roberto Serra},
title = {Heterogeneous Mean-Field Analysis of Best-of-n Decision Making in
Networks with Zealots},
booktitle = {Artificial Life and Evolutionary Computation - 17th Italian Workshop,
{WIVACE} 2023, Venice, Italy, September 6-8, 2023, Revised Selected
Papers},
series = {Communications in Computer and Information Science},
volume = {1977},
pages = {339--351},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-57430-6\_26},
doi = {10.1007/978-3-031-57430-6\_26},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wivace/NjougouoCRT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03574,
author = {Yujie Qin and
Mustafa A. Kishk and
Mohamed{-}Slim Alouini},
title = {A Dominant Interferer plus Mean Field-based Approximation for {SINR}
Meta Distribution in Wireless Networks},
journal = {CoRR},
volume = {abs/2302.03574},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03574},
doi = {10.48550/ARXIV.2302.03574},
eprinttype = {arXiv},
eprint = {2302.03574},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05882,
author = {Luca Arnaboldi and
Ludovic Stephan and
Florent Krzakala and
Bruno Loureiro},
title = {From high-dimensional {\&} mean-field dynamics to dimensionless
ODEs: {A} unifying approach to {SGD} in two-layers networks},
journal = {CoRR},
volume = {abs/2302.05882},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05882},
doi = {10.48550/ARXIV.2302.05882},
eprinttype = {arXiv},
eprint = {2302.05882},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05882.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-01063,
author = {Yunwei Ren and
Mo Zhou and
Rong Ge},
title = {Depth Separation with Multilayer Mean-Field Networks},
journal = {CoRR},
volume = {abs/2304.01063},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.01063},
doi = {10.48550/ARXIV.2304.01063},
eprinttype = {arXiv},
eprint = {2304.01063},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-01063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-03408,
author = {Blake Bordelon and
Cengiz Pehlevan},
title = {Dynamics of Finite Width Kernel and Prediction Fluctuations in Mean
Field Neural Networks},
journal = {CoRR},
volume = {abs/2304.03408},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.03408},
doi = {10.48550/ARXIV.2304.03408},
eprinttype = {arXiv},
eprint = {2304.03408},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-03408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-08459,
author = {Wenxuan Zou and
Haiping Huang},
title = {Introduction to dynamical mean-field theory of generic random neural
networks},
journal = {CoRR},
volume = {abs/2305.08459},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.08459},
doi = {10.48550/ARXIV.2305.08459},
eprinttype = {arXiv},
eprint = {2305.08459},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-08459.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-16361,
author = {Arvind Mahankali and
Jeff Z. HaoChen and
Kefan Dong and
Margalit Glasgow and
Tengyu Ma},
title = {Beyond {NTK} with Vanilla Gradient Descent: {A} Mean-Field Analysis
of Neural Networks with Polynomial Width, Samples, and Time},
journal = {CoRR},
volume = {abs/2306.16361},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.16361},
doi = {10.48550/ARXIV.2306.16361},
eprinttype = {arXiv},
eprint = {2306.16361},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-16361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-02279,
author = {Cristina Cipriani and
Massimo Fornasier and
Alessandro Scagliotti},
title = {From NeurODEs to AutoencODEs: a mean-field control framework for width-varying
Neural Networks},
journal = {CoRR},
volume = {abs/2307.02279},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.02279},
doi = {10.48550/ARXIV.2307.02279},
eprinttype = {arXiv},
eprint = {2307.02279},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-02279.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-04317,
author = {Huy{\^{e}}n Pham and
Xavier Warin},
title = {Actor critic learning algorithms for mean-field control with moment
neural networks},
journal = {CoRR},
volume = {abs/2309.04317},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.04317},
doi = {10.48550/ARXIV.2309.04317},
eprinttype = {arXiv},
eprint = {2309.04317},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-04317.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-com/YangZZY22,
author = {Xiangjiang Yang and
Xiaotian Zhou and
Haixia Zhang and
Dongfeng Yuan},
title = {Co-opetitive mean field type game based task offloading strategy in
multi-access edge computing networks},
journal = {{IET} Commun.},
volume = {16},
number = {16},
pages = {1946--1956},
year = {2022},
url = {https://doi.org/10.1049/cmu2.12450},
doi = {10.1049/CMU2.12450},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iet-com/YangZZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/NadifSEH22,
author = {Sami Nadif and
Essaid Sabir and
Halima Elbiaze and
Abdelkrim Haqiq},
title = {Traffic-Aware Mean-Field Power Allocation for Ultradense NB-IoT Networks},
journal = {{IEEE} Internet Things J.},
volume = {9},
number = {21},
pages = {21811--21824},
year = {2022},
url = {https://doi.org/10.1109/JIOT.2022.3182854},
doi = {10.1109/JIOT.2022.3182854},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/NadifSEH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcn/LiLYSZPCYH22,
author = {Tong Li and
Cong Li and
Chungang Yang and
Junqi Shao and
Yue Zhang and
Lei Pang and
Lizhong Chang and
Lingli Yang and
Zhu Han},
title = {A mean field game-theoretic cross-layer optimization for multi-hop
swarm {UAV} communications},
journal = {J. Commun. Networks},
volume = {24},
number = {1},
pages = {68--82},
year = {2022},
url = {https://doi.org/10.23919/JCN.2021.000035},
doi = {10.23919/JCN.2021.000035},
timestamp = {Thu, 01 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcn/LiLYSZPCYH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcns/ChenC22,
author = {Liang Chen and
Sue Ann Campbell},
title = {Exact mean-field models for spiking neural networks with adaptation},
journal = {J. Comput. Neurosci.},
volume = {50},
number = {4},
pages = {445--469},
year = {2022},
url = {https://doi.org/10.1007/s10827-022-00825-9},
doi = {10.1007/S10827-022-00825-9},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcns/ChenC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/BretinDMT22,
author = {Elie Bretin and
Roland Denis and
Simon Masnou and
Garry Terii},
title = {Learning phase field mean curvature flows with neural networks},
journal = {J. Comput. Phys.},
volume = {470},
pages = {111579},
year = {2022},
url = {https://doi.org/10.1016/j.jcp.2022.111579},
doi = {10.1016/J.JCP.2022.111579},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcphy/BretinDMT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShevchenkoKM22,
author = {Alexander Shevchenko and
Vyacheslav Kungurtsev and
Marco Mondelli},
title = {Mean-field Analysis of Piecewise Linear Solutions for Wide ReLU Networks},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {130:1--130:55},
year = {2022},
url = {http://jmlr.org/papers/v23/21-1365.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShevchenkoKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mor/SirignanoS22,
author = {Justin A. Sirignano and
Konstantinos Spiliopoulos},
title = {Mean Field Analysis of Deep Neural Networks},
journal = {Math. Oper. Res.},
volume = {47},
number = {1},
pages = {120--152},
year = {2022},
url = {https://doi.org/10.1287/moor.2020.1118},
doi = {10.1287/MOOR.2020.1118},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mor/SirignanoS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nhm/Duteil22,
author = {Nastassia Pouradier Duteil},
title = {Mean-field limit of collective dynamics with time-varying weights},
journal = {Networks Heterog. Media},
volume = {17},
number = {2},
pages = {129--161},
year = {2022},
url = {https://doi.org/10.3934/nhm.2022001},
doi = {10.3934/NHM.2022001},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nhm/Duteil22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/YuT22,
author = {Luyan Yu and
Thibaud O. Taillefumier},
title = {Metastable spiking networks in the replica-mean-field limit},
journal = {PLoS Comput. Biol.},
volume = {18},
number = {6},
year = {2022},
url = {https://doi.org/10.1371/journal.pcbi.1010215},
doi = {10.1371/JOURNAL.PCBI.1010215},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/YuT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/questa/Ramanan22,
author = {Kavita Ramanan},
title = {Beyond mean-field limits for the analysis of large-scale networks},
journal = {Queueing Syst. Theory Appl.},
volume = {100},
number = {3-4},
pages = {345--347},
year = {2022},
url = {https://doi.org/10.1007/s11134-022-09845-9},
doi = {10.1007/S11134-022-09845-9},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/questa/Ramanan22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmetrics/RuuskanenBAC22,
author = {Johan Ruuskanen and
Tommi Berner and
Karl{-}Erik {\AA}rz{\'{e}}n and
Anton Cervin},
title = {Improving the Mean-Field Fluid Model of Processor Sharing Queueing
Networks for Dynamic Performance Models in Cloud Computing},
journal = {{SIGMETRICS} Perform. Evaluation Rev.},
volume = {49},
number = {3},
pages = {69--70},
year = {2022},
url = {https://doi.org/10.1145/3529113.3529138},
doi = {10.1145/3529113.3529138},
timestamp = {Wed, 31 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmetrics/RuuskanenBAC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tim/LaviadaNL22,
author = {Jaime Laviada and
Guillermo {\'{A}}lvarez Narciandi and
Fernando Las{-}Heras},
title = {Artifact Mitigation for High-Resolution Near-Field {SAR} Images by
Means of Conditional Generative Adversarial Networks},
journal = {{IEEE} Trans. Instrum. Meas.},
volume = {71},
pages = {1--11},
year = {2022},
url = {https://doi.org/10.1109/TIM.2022.3200107},
doi = {10.1109/TIM.2022.3200107},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tim/LaviadaNL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiQWK22,
author = {Man Li and
Jiahu Qin and
Yaonan Wang and
Yu Kang},
title = {Bio-Inspired Dynamic Collective Choice in Large-Population Systems:
{A} Robust Mean-Field Game Perspective},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {5},
pages = {1914--1924},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2020.3027428},
doi = {10.1109/TNNLS.2020.3027428},
timestamp = {Mon, 17 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/LiQWK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tnn/ZhouX22,
author = {Zejian Zhou and
Hao Xu},
title = {Large-Scale Multiagent System Tracking Control Using Mean Field Games},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {10},
pages = {5602--5610},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3071109},
doi = {10.1109/TNNLS.2021.3071109},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhouX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnse/GaoLBLHOP22,
author = {Hao Gao and
Alex Lin and
Reginald A. Banez and
Wuchen Li and
Zhu Han and
Stanley J. Osher and
H. Vincent Poor},
title = {Opinion Evolution in Social Networks: Connecting Mean Field Games
to Generative Adversarial Nets},
journal = {{IEEE} Trans. Netw. Sci. Eng.},
volume = {9},
number = {4},
pages = {2734--2746},
year = {2022},
url = {https://doi.org/10.1109/TNSE.2022.3169057},
doi = {10.1109/TNSE.2022.3169057},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnse/GaoLBLHOP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosn/LinLH22,
author = {Kai Lin and
Jiayi Liu and
Guangjie Han},
title = {AI-Based Mean Field Game against Resource-Consuming Attacks in Edge
Computing},
journal = {{ACM} Trans. Sens. Networks},
volume = {18},
number = {4},
pages = {52:1--52:18},
year = {2022},
url = {https://doi.org/10.1145/3519303},
doi = {10.1145/3519303},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tosn/LinLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsipn/BanezGLYHP22,
author = {Reginald A. Banez and
Hao Gao and
Lixin Li and
Chungang Yang and
Zhu Han and
H. Vincent Poor},
title = {Modeling and Analysis of Opinion Dynamics in Social Networks Using
Multiple-Population Mean Field Games},
journal = {{IEEE} Trans. Signal Inf. Process. over Networks},
volume = {8},
pages = {301--316},
year = {2022},
url = {https://doi.org/10.1109/TSIPN.2022.3166102},
doi = {10.1109/TSIPN.2022.3166102},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsipn/BanezGLYHP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CokerBBPD22,
author = {Beau Coker and
Wessel P. Bruinsma and
David R. Burt and
Weiwei Pan and
Finale Doshi{-}Velez},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Wide Mean-Field Bayesian Neural Networks Ignore the Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {5276--5333},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/coker22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CokerBBPD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/globecom/WangM22,
author = {Zheng Wang and
Brian L. Mark},
title = {Hierarchical Mean Field/Stackelberg Game Power Control for {D2D} Cooperative
Relaying Networks},
booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2022, Rio de Janeiro,
Brazil, December 4-8, 2022},
pages = {2855--2860},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/GLOBECOM48099.2022.10001036},
doi = {10.1109/GLOBECOM48099.2022.10001036},
timestamp = {Tue, 17 Jan 2023 08:56:31 +0100},
biburl = {https://dblp.org/rec/conf/globecom/WangM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccchina/JiangWM22,
author = {Pai Jiang and
Haibo Wang and
Matthieu De Mari},
title = {Optimal Dynamic Backoff for Grant-Free {NOMA} IoT Networks: a Mean
Field Game Approach},
booktitle = {{IEEE/CIC} International Conference on Communications in China, {ICCC}
2022, Sanshui, Foshan, China, August 11-13, 2022},
pages = {997--1002},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICCC55456.2022.9880632},
doi = {10.1109/ICCC55456.2022.9880632},
timestamp = {Tue, 04 Oct 2022 22:39:13 +0200},
biburl = {https://dblp.org/rec/conf/iccchina/JiangWM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/WangWKH22,
author = {Dezhi Wang and
Wei Wang and
Yuhan Kang and
Zhu Han},
title = {Dynamic Data Offloading for Massive Users in Ultra-dense {LEO} Satellite
Networks based on Stackelberg Mean Field Game},
booktitle = {{IEEE} {INFOCOM} 2022 - {IEEE} Conference on Computer Communications
Workshops, {INFOCOM} 2022 - Workshops, New York, NY, USA, May 2-5,
2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/INFOCOMWKSHPS54753.2022.9798204},
doi = {10.1109/INFOCOMWKSHPS54753.2022.9798204},
timestamp = {Tue, 28 Jun 2022 08:49:15 +0200},
biburl = {https://dblp.org/rec/conf/infocom/WangWKH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-11670,
author = {Beau Coker and
Wessel P. Bruinsma and
David R. Burt and
Weiwei Pan and
Finale Doshi{-}Velez},
title = {Wide Mean-Field Bayesian Neural Networks Ignore the Data},
journal = {CoRR},
volume = {abs/2202.11670},
year = {2022},
url = {https://arxiv.org/abs/2202.11670},
eprinttype = {arXiv},
eprint = {2202.11670},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-11670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07852,
author = {Sami Nadif and
Essaid Sabir and
Halima Elbiaze and
Abdelkrim Haqiq},
title = {Traffic-Aware Mean-Field Power Allocation for Ultra-Dense NB-IoT Networks},
journal = {CoRR},
volume = {abs/2204.07852},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07852},
doi = {10.48550/ARXIV.2204.07852},
eprinttype = {arXiv},
eprint = {2204.07852},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09860,
author = {Jingwei Zhang and
Xunpeng Huang},
title = {Mean-Field Analysis of Two-Layer Neural Networks: Global Optimality
with Linear Convergence Rates},
journal = {CoRR},
volume = {abs/2205.09860},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09860},
doi = {10.48550/ARXIV.2205.09860},
eprinttype = {arXiv},
eprint = {2205.09860},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09860.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-01397,
author = {Fatimah Al Saleh and
Tigran Bakaryan and
Diogo A. Gomes and
Ricardo Ribeiro},
title = {First-order mean-field games on networks and Wardrop equilibrium},
journal = {CoRR},
volume = {abs/2207.01397},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.01397},
doi = {10.48550/ARXIV.2207.01397},
eprinttype = {arXiv},
eprint = {2207.01397},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-01397.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13879,
author = {Alexis Teter and
Iman Nodozi and
Abhishek Halder},
title = {Proximal Mean Field Learning in Shallow Neural Networks},
journal = {CoRR},
volume = {abs/2210.13879},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13879},
doi = {10.48550/ARXIV.2210.13879},
eprinttype = {arXiv},
eprint = {2210.13879},
timestamp = {Mon, 31 Oct 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13879.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-16286,
author = {Zhengdao Chen and
Eric Vanden{-}Eijnden and
Joan Bruna},
title = {A Functional-Space Mean-Field Theory of Partially-Trained Three-Layer
Neural Networks},
journal = {CoRR},
volume = {abs/2210.16286},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.16286},
doi = {10.48550/ARXIV.2210.16286},
eprinttype = {arXiv},
eprint = {2210.16286},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-16286.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-02346,
author = {Chris Jones and
Karoline Wiesner},
title = {Improving mean-field network percolation models with neighbourhood
information and their limitations on highly modular, highly dispersed
networks},
journal = {CoRR},
volume = {abs/2211.02346},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.02346},
doi = {10.48550/ARXIV.2211.02346},
eprinttype = {arXiv},
eprint = {2211.02346},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-02346.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/wn/BanezLYH21,
author = {Reginald A. Banez and
Lixin Li and
Chungang Yang and
Zhu Han},
title = {Mean Field Game and its Applications in Wireless Networks},
series = {Wireless Networks},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86905-2},
doi = {10.1007/978-3-030-86905-2},
isbn = {978-3-030-86904-5},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/wn/BanezLYH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/complexity/WangLG21,
author = {Kai Wang and
Xiao Fan Liu and
Dongchao Guo},
title = {High-Order Mean-Field Approximations for Adaptive Susceptible-Infected-Susceptible
Model in Finite-Size Networks},
journal = {Complex.},
volume = {2021},
pages = {6637761:1--6637761:8},
year = {2021},
url = {https://doi.org/10.1155/2021/6637761},
doi = {10.1155/2021/6637761},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/complexity/WangLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ett/ChenLWLW21,
author = {Jiamei Chen and
Xinyue Li and
Yao Wang and
Yufeng Li and
Yupeng Wang},
title = {Mixed mean-field power control solution for layered networks},
journal = {Trans. Emerg. Telecommun. Technol.},
volume = {32},
number = {12},
year = {2021},
url = {https://doi.org/10.1002/ett.4373},
doi = {10.1002/ETT.4373},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ett/ChenLWLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fams/HuttWVHL21,
author = {Axel Hutt and
T. Wahl and
N. Voges and
Jo Hausmann and
J{\'{e}}r{\'{e}}mie Lefebvre},
title = {Coherence Resonance in Random Erd{\"{o}}s-R{\'{e}}nyi Neural
Networks: Mean-Field Theory},
journal = {Frontiers Appl. Math. Stat.},
volume = {7},
pages = {697904},
year = {2021},
url = {https://doi.org/10.3389/fams.2021.697904},
doi = {10.3389/FAMS.2021.697904},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fams/HuttWVHL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/KangLZLHOP21,
author = {Yuhan Kang and
Siting Liu and
Hongliang Zhang and
Wuchen Li and
Zhu Han and
Stanley J. Osher and
H. Vincent Poor},
title = {Joint Sensing Task Assignment and Collision-Free Trajectory Optimization
for Mobile Vehicle Networks Using Mean-Field Games},
journal = {{IEEE} Internet Things J.},
volume = {8},
number = {10},
pages = {8488--8503},
year = {2021},
url = {https://doi.org/10.1109/JIOT.2020.3047739},
doi = {10.1109/JIOT.2020.3047739},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/iotj/KangLZLHOP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcn/GaoLPHP21,
author = {Hao Gao and
Wuchen Li and
Miao Pan and
Zhu Han and
H. Vincent Poor},
title = {Modeling {COVID-19} with mean field evolutionary dynamics: Social
distancing and seasonality},
journal = {J. Commun. Networks},
volume = {23},
number = {5},
pages = {314--325},
year = {2021},
url = {https://doi.org/10.23919/JCN.2021.000032},
doi = {10.23919/JCN.2021.000032},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcn/GaoLPHP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pe/RuuskanenBAC21,
author = {Johan Ruuskanen and
Tommi Berner and
Karl{-}Erik {\AA}rz{\'{e}}n and
Anton Cervin},
title = {Improving the mean-field fluid model of processor sharing queueing
networks for dynamic performance models in cloud computing},
journal = {Perform. Evaluation},
volume = {151},
pages = {102231},
year = {2021},
url = {https://doi.org/10.1016/j.peva.2021.102231},
doi = {10.1016/J.PEVA.2021.102231},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pe/RuuskanenBAC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamads/BaccelliT21,
author = {Fran{\c{c}}ois Baccelli and
Thibaud O. Taillefumier},
title = {The Pair-Replica-Mean-Field Limit for Intensity-based Neural Networks},
journal = {{SIAM} J. Appl. Dyn. Syst.},
volume = {20},
number = {1},
pages = {165--207},
year = {2021},
url = {https://doi.org/10.1137/20M1331664},
doi = {10.1137/20M1331664},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamads/BaccelliT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamma/BarreDOZ21,
author = {Julien Barr{\'{e}} and
Paul Dobson and
Michela Ottobre and
Ewelina Zatorska},
title = {Fast Non-mean-field Networks: Uniform in Time Averaging},
journal = {{SIAM} J. Math. Anal.},
volume = {53},
number = {1},
pages = {937--972},
year = {2021},
url = {https://doi.org/10.1137/20M1328646},
doi = {10.1137/20M1328646},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamma/BarreDOZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/BertottiM21,
author = {Maria Letizia Bertotti and
Giovanni Modanese},
title = {Comparison of Simulations with a Mean-Field Approach vs. Synthetic
Correlated Networks},
journal = {Symmetry},
volume = {13},
number = {1},
pages = {141},
year = {2021},
url = {https://doi.org/10.3390/sym13010141},
doi = {10.3390/SYM13010141},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/symmetry/BertottiM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcns/WuWHS21,
author = {Yuchi Wu and
Junfeng Wu and
Minyi Huang and
Ling Shi},
title = {Mean-Field Transmission Power Control in Dense Networks},
journal = {{IEEE} Trans. Control. Netw. Syst.},
volume = {8},
number = {1},
pages = {99--110},
year = {2021},
url = {https://doi.org/10.1109/TCNS.2020.3035762},
doi = {10.1109/TCNS.2020.3035762},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcns/WuWHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsg/WeiQD21,
author = {Boyuan Wei and
Zhifeng Qiu and
Geert Deconinck},
title = {A Mean-Field Voltage Control Approach for Active Distribution Networks
With Uncertainties},
journal = {{IEEE} Trans. Smart Grid},
volume = {12},
number = {2},
pages = {1455--1466},
year = {2021},
url = {https://doi.org/10.1109/TSG.2020.3033702},
doi = {10.1109/TSG.2020.3033702},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsg/WeiQD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/LiWXCWCPH21,
author = {Lixin Li and
Meng Wang and
Kaiyuan Xue and
Qianqian Cheng and
Dawei Wang and
Wei Chen and
Miao Pan and
Zhu Han},
title = {Delay Optimization in Multi-UAV Edge Caching Networks: {A} Robust
Mean Field Game},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {70},
number = {1},
pages = {808--819},
year = {2021},
url = {https://doi.org/10.1109/TVT.2020.3045509},
doi = {10.1109/TVT.2020.3045509},
timestamp = {Mon, 09 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/LiWXCWCPH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/ZhangZL21,
author = {Yaomin Zhang and
Haijun Zhang and
Keping Long},
title = {Energy Efficient Resource Allocation in Cache Based Terahertz Vehicular
Networks: {A} Mean-Field Game Approach},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {70},
number = {6},
pages = {5275--5285},
year = {2021},
url = {https://doi.org/10.1109/TVT.2021.3056127},
doi = {10.1109/TVT.2021.3056127},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/ZhangZL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/twc/LiCTBCDH21,
author = {Lixin Li and
Qianqian Cheng and
Xiao Tang and
Tong Bai and
Wei Chen and
Zhiguo Ding and
Zhu Han},
title = {Resource Allocation for {NOMA-MEC} Systems in Ultra-Dense Networks:
{A} Learning Aided Mean-Field Game Approach},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {20},
number = {3},
pages = {1487--1500},
year = {2021},
url = {https://doi.org/10.1109/TWC.2020.3033843},
doi = {10.1109/TWC.2020.3033843},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/twc/LiCTBCDH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/twc/WangWHZ21,
author = {Dezhi Wang and
Wei Wang and
Zhu Han and
Zhaoyang Zhang},
title = {Delay Optimal Random Access With Heterogeneous Device Capabilities
in Energy Harvesting Networks Using Mean Field Game},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {20},
number = {9},
pages = {5543--5557},
year = {2021},
url = {https://doi.org/10.1109/TWC.2021.3068315},
doi = {10.1109/TWC.2021.3068315},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/twc/WangWHZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/twc/ZhengWMCCQ21,
author = {Renjun Zheng and
Haibo Wang and
Matthieu De Mari and
Miao Cui and
Xiaoli Chu and
Tony Q. S. Quek},
title = {Dynamic Computation Offloading in Ultra-Dense Networks Based on Mean
Field Games},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {20},
number = {10},
pages = {6551--6565},
year = {2021},
url = {https://doi.org/10.1109/TWC.2021.3075028},
doi = {10.1109/TWC.2021.3075028},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/twc/ZhengWMCCQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FangLYZ21,
author = {Cong Fang and
Jason D. Lee and
Pengkun Yang and
Tong Zhang},
editor = {Mikhail Belkin and
Samory Kpotufe},
title = {Modeling from Features: a Mean-field Framework for Over-parameterized
Deep Neural Networks},
booktitle = {Conference on Learning Theory, {COLT} 2021, 15-19 August 2021, Boulder,
Colorado, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {134},
pages = {1887--1936},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v134/fang21a.html},
timestamp = {Thu, 27 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/FangLYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/PansanellaRM21,
author = {Valentina Pansanella and
Giulio Rossetti and
Letizia Milli},
editor = {Rosa Mar{\'{\i}}a Benito and
Chantal Cherifi and
Hocine Cherifi and
Esteban Moro and
Luis M. Rocha and
Marta Sales{-}Pardo},
title = {From Mean-Field to Complex Topologies: Network Effects on the Algorithmic
Bias Model},
booktitle = {Complex Networks {\&} Their Applications {X} - Volume 2, Proceedings
of the Tenth International Conference on Complex Networks and Their
Applications {COMPLEX} {NETWORKS} 2021, Madrid, Spain, November 30
- December 2, 2021},
series = {Studies in Computational Intelligence},
volume = {1016},
pages = {329--340},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-93413-2\_28},
doi = {10.1007/978-3-030-93413-2\_28},
timestamp = {Mon, 26 Jun 2023 20:46:27 +0200},
biburl = {https://dblp.org/rec/conf/complexnetworks/PansanellaRM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/GaoLBLHOP21,
author = {Hao Gao and
Alex Tong Lin and
Reginald A. Banez and
Wuchen Li and
Zhu Han and
Stanley J. Osher and
H. Vincent Poor},
title = {Belief and Opinion Evolution in Social Networks: {A} High-Dimensional
Mean Field Game Approach},
booktitle = {{ICC} 2021 - {IEEE} International Conference on Communications, Montreal,
QC, Canada, June 14-23, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICC42927.2021.9500884},
doi = {10.1109/ICC42927.2021.9500884},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icc/GaoLBLHOP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AgazziL21,
author = {Andrea Agazzi and
Jianfeng Lu},
title = {Global optimality of softmax policy gradient with single hidden layer
neural networks in the mean-field regime},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=bB2drc7DPuB},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AgazziL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PhamN21,
author = {Huy Tuan Pham and
Phan{-}Minh Nguyen},
title = {Global Convergence of Three-layer Neural Networks in the Mean Field
Regime},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=KvyxFqZS\_D},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PhamN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/Poc-LopezA21,
author = {{\'{A}}ngel Poc{-}L{\'{o}}pez and
Miguel Aguilera},
editor = {Teddy Mantoro and
Minho Lee and
Media Anugerah Ayu and
Kok Wai Wong and
Achmad Nizar Hidayanto},
title = {Inference in Neural Networks Using Conditional Mean-Field Methods},
booktitle = {Neural Information Processing - 28th International Conference, {ICONIP}
2021, Sanur, Bali, Indonesia, December 8-12, 2021, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {13109},
pages = {228--237},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-92270-2\_20},
doi = {10.1007/978-3-030-92270-2\_20},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/Poc-LopezA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhouZX21,
author = {Zejian Zhou and
Yuzhu Zhang and
Hao Xu},
title = {Reinforcement Learning-based Decentralized Optimal Control for Large-Scale
Multi-agent System by Using Neural Networks and Discrete-time Mean
Field Games},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9534288},
doi = {10.1109/IJCNN52387.2021.9534288},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhouZX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PhamN21,
author = {Huy Tuan Pham and
Phan{-}Minh Nguyen},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Limiting fluctuation and trajectorial stability of multilayer neural
networks with mean field training},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {4843--4855},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/2639ba2137371773aa1e64e7735cdb30-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/PhamN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-09644,
author = {Anirudh Sridhar and
Soummya Kar},
title = {Mean-field Approximation for Stochastic Population Processes in Networks
under Imperfect Information},
journal = {CoRR},
volume = {abs/2101.09644},
year = {2021},
url = {https://arxiv.org/abs/2101.09644},
eprinttype = {arXiv},
eprint = {2101.09644},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-09644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-05228,
author = {Huy Tuan Pham and
Phan{-}Minh Nguyen},
title = {Global Convergence of Three-layer Neural Networks in the Mean Field
Regime},
journal = {CoRR},
volume = {abs/2105.05228},
year = {2021},
url = {https://arxiv.org/abs/2105.05228},
eprinttype = {arXiv},
eprint = {2105.05228},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-05228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07052,
author = {Beau Coker and
Weiwei Pan and
Finale Doshi{-}Velez},
title = {Wide Mean-Field Variational Bayesian Neural Networks Ignore the Data},
journal = {CoRR},
volume = {abs/2106.07052},
year = {2021},
url = {https://arxiv.org/abs/2106.07052},
eprinttype = {arXiv},
eprint = {2106.07052},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-13945,
author = {Xiang Li and
Mauro Mobilia and
Alastair M. Rucklidge and
R. K. P. Zia},
title = {Effects of homophily and heterophily on preferred-degree networks:
mean-field analysis and overwhelming transition},
journal = {CoRR},
volume = {abs/2107.13945},
year = {2021},
url = {https://arxiv.org/abs/2107.13945},
eprinttype = {arXiv},
eprint = {2107.13945},
timestamp = {Tue, 03 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-13945.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08725,
author = {Chao Ma and
Lexing Ying},
title = {A Riemannian Mean Field Formulation for Two-layer Neural Networks
with Batch Normalization},
journal = {CoRR},
volume = {abs/2110.08725},
year = {2021},
url = {https://arxiv.org/abs/2110.08725},
eprinttype = {arXiv},
eprint = {2110.08725},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-08725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-15954,
author = {Huy Tuan Pham and
Phan{-}Minh Nguyen},
title = {Limiting fluctuation and trajectorial stability of multilayer neural
networks with mean field training},
journal = {CoRR},
volume = {abs/2110.15954},
year = {2021},
url = {https://arxiv.org/abs/2110.15954},
eprinttype = {arXiv},
eprint = {2110.15954},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-15954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-02278,
author = {Alexander Shevchenko and
Vyacheslav Kungurtsev and
Marco Mondelli},
title = {Mean-field Analysis of Piecewise Linear Solutions for Wide ReLU Networks},
journal = {CoRR},
volume = {abs/2111.02278},
year = {2021},
url = {https://arxiv.org/abs/2111.02278},
eprinttype = {arXiv},
eprint = {2111.02278},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-02278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07343,
author = {Elie Bretin and
Roland Denis and
Simon Masnou and
Garry Terii},
title = {Learning phase field mean curvature flows with neural networks},
journal = {CoRR},
volume = {abs/2112.07343},
year = {2021},
url = {https://arxiv.org/abs/2112.07343},
eprinttype = {arXiv},
eprint = {2112.07343},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-07343.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/LarranagaDAT20,
author = {Maialen Larra{\~{n}}aga and
Juwendo Denis and
Mohamad Assaad and
Koen De Turck},
title = {Energy-Efficient Distributed Transmission Scheme for {MTC} in Dense
Wireless Networks: {A} Mean-Field Approach},
journal = {{IEEE} Internet Things J.},
volume = {7},
number = {1},
pages = {477--490},
year = {2020},
url = {https://doi.org/10.1109/JIOT.2019.2948169},
doi = {10.1109/JIOT.2019.2948169},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/LarranagaDAT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/SelvanKWJPPB20,
author = {Raghavendra Selvan and
Thomas Kipf and
Max Welling and
Antonio Garcia{-}Uceda Juarez and
Jesper Holst Pedersen and
Jens Petersen and
Marleen de Bruijne},
title = {Graph refinement based airway extraction using mean-field networks
and graph neural networks},
journal = {Medical Image Anal.},
volume = {64},
pages = {101751},
year = {2020},
url = {https://doi.org/10.1016/j.media.2020.101751},
doi = {10.1016/J.MEDIA.2020.101751},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/SelvanKWJPPB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/GastSK20,
author = {Richard Gast and
Helmut Schmidt and
Thomas R. Kn{\"{o}}sche},
title = {A Mean-Field Description of Bursting Dynamics in Spiking Neural Networks
with Short-Term Adaptation},
journal = {Neural Comput.},
volume = {32},
number = {9},
pages = {1615--1634},
year = {2020},
url = {https://doi.org/10.1162/neco\_a\_01300},
doi = {10.1162/NECO\_A\_01300},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/GastSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nhm/GomesMT20,
author = {Diogo A. Gomes and
Hiroyoshi Mitake and
Kengo Terai},
title = {The selection problem for some first-order stationary Mean-field games},
journal = {Networks Heterog. Media},
volume = {15},
number = {4},
pages = {681--710},
year = {2020},
url = {https://doi.org/10.3934/nhm.2020019},
doi = {10.3934/NHM.2020019},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nhm/GomesMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nhm/HertyPV20,
author = {Michael Herty and
Lorenzo Pareschi and
Giuseppe Visconti},
title = {Mean field models for large data-clustering problems},
journal = {Networks Heterog. Media},
volume = {15},
number = {3},
pages = {463--487},
year = {2020},
url = {https://doi.org/10.3934/nhm.2020027},
doi = {10.3934/NHM.2020027},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nhm/HertyPV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhengJYHLT20,
author = {Yajing Zheng and
Shanshan Jia and
Zhaofei Yu and
Tiejun Huang and
Jian K. Liu and
Yonghong Tian},
title = {Probabilistic inference of binary Markov random fields in spiking
neural networks through mean-field approximation},
journal = {Neural Networks},
volume = {126},
pages = {42--51},
year = {2020},
url = {https://doi.org/10.1016/j.neunet.2020.03.003},
doi = {10.1016/J.NEUNET.2020.03.003},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/ZhengJYHLT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamam/SirignanoS20,
author = {Justin A. Sirignano and
Konstantinos Spiliopoulos},
title = {Mean Field Analysis of Neural Networks: {A} Law of Large Numbers},
journal = {{SIAM} J. Appl. Math.},
volume = {80},
number = {2},
pages = {725--752},
year = {2020},
url = {https://doi.org/10.1137/18M1192184},
doi = {10.1137/18M1192184},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamam/SirignanoS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tai/WojtowytschE20,
author = {Stephan Wojtowytsch and
Weinan E},
title = {Can Shallow Neural Networks Beat the Curse of Dimensionality? {A}
Mean Field Training Perspective},
journal = {{IEEE} Trans. Artif. Intell.},
volume = {1},
number = {2},
pages = {121--129},
year = {2020},
url = {https://doi.org/10.1109/TAI.2021.3051357},
doi = {10.1109/TAI.2021.3051357},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tai/WojtowytschE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcom/JiangHBZY20,
author = {Yanxiang Jiang and
Yabai Hu and
Mehdi Bennis and
Fu{-}Chun Zheng and
Xiaohu You},
title = {A Mean Field Game-Based Distributed Edge Caching in Fog Radio Access
Networks},
journal = {{IEEE} Trans. Commun.},
volume = {68},
number = {3},
pages = {1567--1580},
year = {2020},
url = {https://doi.org/10.1109/TCOMM.2019.2961081},
doi = {10.1109/TCOMM.2019.2961081},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcom/JiangHBZY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/NarasimhaSY20,
author = {Dheeraj Narasimha and
Srinivas Shakkottai and
Lei Ying},
title = {A Mean Field Game Analysis of Distributed {MAC} in Ultra-Dense Multichannel
Wireless Networks},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {28},
number = {5},
pages = {1939--1952},
year = {2020},
url = {https://doi.org/10.1109/TNET.2020.3002912},
doi = {10.1109/TNET.2020.3002912},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/NarasimhaSY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/KimPBKD20,
author = {Hyesung Kim and
Jihong Park and
Mehdi Bennis and
Seong{-}Lyun Kim and
M{\'{e}}rouane Debbah},
title = {Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {69},
number = {1},
pages = {935--947},
year = {2020},
url = {https://doi.org/10.1109/TVT.2019.2953132},
doi = {10.1109/TVT.2019.2953132},
timestamp = {Thu, 25 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/KimPBKD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/twc/BanezTLYSHP20,
author = {Reginald A. Banez and
Hamidou Tembine and
Lixin Li and
Chungang Yang and
Lingyang Song and
Zhu Han and
H. Vincent Poor},
title = {Mean-Field-Type Game-Based Computation Offloading in Multi-Access
Edge Computing Networks},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {19},
number = {12},
pages = {8366--8381},
year = {2020},
url = {https://doi.org/10.1109/TWC.2020.3021907},
doi = {10.1109/TWC.2020.3021907},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/twc/BanezTLYSHP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/HuangXDZZ20,
author = {Wei Huang and
Richard Yi Da Xu and
Weitao Du and
Yutian Zeng and
Yunce Zhao},
editor = {Giuseppe De Giacomo and
Alejandro Catal{\'{a}} and
Bistra Dilkina and
Michela Milano and
Sen{\'{e}}n Barro and
Alberto Bugar{\'{\i}}n and
J{\'{e}}r{\^{o}}me Lang},
title = {Mean Field Theory for Deep Dropout Networks: Digging up Gradient Backpropagation
Deeply},
booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence,
29 August-8 September 2020, Santiago de Compostela, Spain, August
29 - September 8, 2020 - Including 10th Conference on Prestigious
Applications of Artificial Intelligence {(PAIS} 2020)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {1215--1222},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/FAIA200221},
doi = {10.3233/FAIA200221},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecai/HuangXDZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/ZhangHP20,
author = {Hongliang Zhang and
Zhu Han and
H. Vincent Poor},
title = {Trajectory Optimization for UAV-to-Device Underlaid Cellular Networks
by Mean-Field-Type Control},
booktitle = {{IEEE} Global Communications Conference, {GLOBECOM} 2020, Virtual
Event, Taiwan, December 7-11, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/GLOBECOM42002.2020.9322086},
doi = {10.1109/GLOBECOM42002.2020.9322086},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globecom/ZhangHP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/BanezGLYHP20,
author = {Reginald A. Banez and
Hao Gao and
Lixin Li and
Chungang Yang and
Zhu Han and
H. Vincent Poor},
title = {Belief and Opinion Evolution in Social Networks Based on a Multi-Population
Mean Field Game Approach},
booktitle = {2020 {IEEE} International Conference on Communications, {ICC} 2020,
Dublin, Ireland, June 7-11, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICC40277.2020.9148985},
doi = {10.1109/ICC40277.2020.9148985},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icc/BanezGLYHP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SwiatkowskiRVTD20,
author = {Jakub Swiatkowski and
Kevin Roth and
Bastiaan S. Veeling and
Linh Tran and
Joshua V. Dillon and
Jasper Snoek and
Stephan Mandt and
Tim Salimans and
Rodolphe Jenatton and
Sebastian Nowozin},
title = {The k-tied Normal Distribution: {A} Compact Parameterization of Gaussian
Mean Field Posteriors in Bayesian Neural Networks},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9289--9299},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/swiatkowski20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SwiatkowskiRVTD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-11443,
author = {Phan{-}Minh Nguyen and
Huy Tuan Pham},
title = {A Rigorous Framework for the Mean Field Limit of Multilayer Neural
Networks},
journal = {CoRR},
volume = {abs/2001.11443},
year = {2020},
url = {https://arxiv.org/abs/2001.11443},
eprinttype = {arXiv},
eprint = {2001.11443},
timestamp = {Mon, 03 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-11443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02655,
author = {Jakub Swiatkowski and
Kevin Roth and
Bastiaan S. Veeling and
Linh Tran and
Joshua V. Dillon and
Stephan Mandt and
Jasper Snoek and
Tim Salimans and
Rodolphe Jenatton and
Sebastian Nowozin},
title = {The k-tied Normal Distribution: {A} Compact Parameterization of Gaussian
Mean Field Posteriors in Bayesian Neural Networks},
journal = {CoRR},
volume = {abs/2002.02655},
year = {2020},
url = {https://arxiv.org/abs/2002.02655},
eprinttype = {arXiv},
eprint = {2002.02655},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-03704,
author = {Sebastian Farquhar and
Lewis Smith and
Yarin Gal},
title = {Try Depth Instead of Weight Correlations: Mean-field is a Less Restrictive
Assumption for Deeper Networks},
journal = {CoRR},
volume = {abs/2002.03704},
year = {2020},
url = {https://arxiv.org/abs/2002.03704},
eprinttype = {arXiv},
eprint = {2002.03704},
timestamp = {Wed, 12 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-03704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04026,
author = {Zixiang Chen and
Yuan Cao and
Quanquan Gu and
Tong Zhang},
title = {Mean-Field Analysis of Two-Layer Neural Networks: Non-Asymptotic Rates
and Generalization Bounds},
journal = {CoRR},
volume = {abs/2002.04026},
year = {2020},
url = {https://arxiv.org/abs/2002.04026},
eprinttype = {arXiv},
eprint = {2002.04026},
timestamp = {Wed, 13 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-04026.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10113,
author = {Alex Tong Lin and
Samy Wu Fung and
Wuchen Li and
Levon Nurbekyan and
Stanley J. Osher},
title = {APAC-Net: Alternating the Population and Agent Control via Two Neural
Networks to Solve High-Dimensional Stochastic Mean Field Games},
journal = {CoRR},
volume = {abs/2002.10113},
year = {2020},
url = {https://arxiv.org/abs/2002.10113},
eprinttype = {arXiv},
eprint = {2002.10113},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-02457,
author = {Giovanni Conforti and
Anna Kazeykina and
Zhenjie Ren},
title = {Game on Random Environment, Mean-field Langevin System and Neural
Networks},
journal = {CoRR},
volume = {abs/2004.02457},
year = {2020},
url = {https://arxiv.org/abs/2004.02457},
eprinttype = {arXiv},
eprint = {2004.02457},
timestamp = {Tue, 28 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-02457.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-10815,
author = {Stephan Wojtowytsch and
Weinan E},
title = {Can Shallow Neural Networks Beat the Curse of Dimensionality? {A}
mean field training perspective},
journal = {CoRR},
volume = {abs/2005.10815},
year = {2020},
url = {https://arxiv.org/abs/2005.10815},
eprinttype = {arXiv},
eprint = {2005.10815},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-10815.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-13530,
author = {Stephan Wojtowytsch},
title = {On the Convergence of Gradient Descent Training for Two-layer ReLU-networks
in the Mean Field Regime},
journal = {CoRR},
volume = {abs/2005.13530},
year = {2020},
url = {https://arxiv.org/abs/2005.13530},
eprinttype = {arXiv},
eprint = {2005.13530},
timestamp = {Fri, 29 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-13530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09355,
author = {Huy Tuan Pham and
Phan{-}Minh Nguyen},
title = {A Note on the Global Convergence of Multilayer Neural Networks in
the Mean Field Regime},
journal = {CoRR},
volume = {abs/2006.09355},
year = {2020},
url = {https://arxiv.org/abs/2006.09355},
eprinttype = {arXiv},
eprint = {2006.09355},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-09355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13295,
author = {Matthijs Ruijgrok},
title = {A critique of the Mean Field Approximation in preferential attachment
networks},
journal = {CoRR},
volume = {abs/2006.13295},
year = {2020},
url = {https://arxiv.org/abs/2006.13295},
eprinttype = {arXiv},
eprint = {2006.13295},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13295.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-01452,
author = {Cong Fang and
Jason D. Lee and
Pengkun Yang and
Tong Zhang},
title = {Modeling from Features: a Mean-field Framework for Over-parameterized
Deep Neural Networks},
journal = {CoRR},
volume = {abs/2007.01452},
year = {2020},
url = {https://arxiv.org/abs/2007.01452},
eprinttype = {arXiv},
eprint = {2007.01452},
timestamp = {Thu, 03 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-01452.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11858,
author = {Andrea Agazzi and
Jianfeng Lu},
title = {Global optimality of softmax policy gradient with single hidden layer
neural networks in the mean-field regime},
journal = {CoRR},
volume = {abs/2010.11858},
year = {2020},
url = {https://arxiv.org/abs/2010.11858},
eprinttype = {arXiv},
eprint = {2010.11858},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15477,
author = {Atsushi Nitanda and
Denny Wu and
Taiji Suzuki},
title = {Particle Dual Averaging: Optimization of Mean Field Neural Networks
with Global Convergence Rate Analysis},
journal = {CoRR},
volume = {abs/2012.15477},
year = {2020},
url = {https://arxiv.org/abs/2012.15477},
eprinttype = {arXiv},
eprint = {2012.15477},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-15477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Chen19a,
author = {Rui Chen},
title = {Dynamic optimal control for distress large financial networks and
Mean field systems with jumps. (Contr{\^{o}}le stochastique de syst{\`{e}}mes
{\`{a}} champs moyens et applications au contr{\^{o}}le du risque
syst{\'{e}}mique)},
school = {Paris Dauphine University, France},
year = {2019},
url = {https://tel.archives-ouvertes.fr/tel-02434108},
timestamp = {Thu, 17 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Chen19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Gabrie19,
author = {Marylou Gabri{\'{e}}},
title = {Towards an understanding of neural networks: mean-field incursions.
({\'{E}}l{\'{e}}ments de compr{\'{e}}hension des r{\'{e}}seaux
de neurones pour l'apprentissage automatique par m{\'{e}}thodes
de champ moyen)},
school = {Paris Sciences et lettres University, France},
year = {2019},
url = {https://tel.archives-ouvertes.fr/tel-02921539},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/hal/Gabrie19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/Barreiro-GomezT19b,
author = {Julian Barreiro{-}Gomez and
Hamidou Tembine},
title = {Mean-Field-Type Model Predictive Control: An Application to Water
Distribution Networks},
journal = {{IEEE} Access},
volume = {7},
pages = {135332--135339},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2940761},
doi = {10.1109/ACCESS.2019.2940761},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/Barreiro-GomezT19b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compnet/NiranjanSA19,
author = {Utkarsh Niranjan and
Anurag Singh and
Ramesh Kumar Agrawal},
title = {A mean-field-theoretic model for dual information propagation in networks},
journal = {J. Complex Networks},
volume = {7},
number = {4},
pages = {585--602},
year = {2019},
url = {https://doi.org/10.1093/comnet/cny033},
doi = {10.1093/COMNET/CNY033},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compnet/NiranjanSA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsn/MiaoWLXZ19,
author = {Li Miao and
Lina Wang and
Shuai Li and
Haitao Xu and
Xianwei Zhou},
title = {Optimal defense strategy based on the mean field game model for cyber
security},
journal = {Int. J. Distributed Sens. Networks},
volume = {15},
number = {2},
year = {2019},
url = {https://doi.org/10.1177/1550147719831180},
doi = {10.1177/1550147719831180},
timestamp = {Fri, 15 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijdsn/MiaoWLXZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/VoloRCD19,
author = {Matteo di Volo and
Alberto Romagnoni and
Cristiano Capone and
Alain Destexhe},
title = {Biologically Realistic Mean-Field Models of Conductance-Based Networks
of Spiking Neurons with Adaptation},
journal = {Neural Comput.},
volume = {31},
number = {4},
year = {2019},
url = {https://doi.org/10.1162/neco\_a\_01173},
doi = {10.1162/NECO\_A\_01173},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/VoloRCD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nhm/AchdouDLT19,
author = {Yves Achdou and
Manh{-}Khang Dao and
Olivier Ley and
Nicoletta Tchou},
title = {A class of infinite horizon mean field games on networks},
journal = {Networks Heterog. Media},
volume = {14},
number = {3},
pages = {537--566},
year = {2019},
url = {https://doi.org/10.3934/nhm.2019021},
doi = {10.3934/NHM.2019021},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nhm/AchdouDLT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamads/BaccelliT19,
author = {Fran{\c{c}}ois Baccelli and
Thibaud O. Taillefumier},
title = {Replica-Mean-Field Limits for Intensity-Based Neural Networks},
journal = {{SIAM} J. Appl. Dyn. Syst.},
volume = {18},
number = {4},
pages = {1756--1797},
year = {2019},
url = {https://doi.org/10.1137/19M1243877},
doi = {10.1137/19M1243877},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamads/BaccelliT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/telsys/KhaliqAASA19,
author = {Saim Bin Abdul Khaliq and
Muhammad Faisal Amjad and
Haider Abbas and
Narmeen Shafqat and
Hammad Afzal},
title = {Defence against {PUE} attacks in ad hoc cognitive radio networks:
a mean field game approach},
journal = {Telecommun. Syst.},
volume = {70},
number = {1},
pages = {123--140},
year = {2019},
url = {https://doi.org/10.1007/s11235-018-0472-y},
doi = {10.1007/S11235-018-0472-Y},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/telsys/KhaliqAASA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgcn/GeJZXLV19,
author = {Xiaohu Ge and
Haoming Jia and
Yi Zhong and
Yong Xiao and
Yonghui Li and
Branka Vucetic},
title = {Energy Efficient Optimization of Wireless-Powered 5G Full Duplex Cellular
Networks: {A} Mean Field Game Approach},
journal = {{IEEE} Trans. Green Commun. Netw.},
volume = {3},
number = {2},
pages = {455--467},
year = {2019},
url = {https://doi.org/10.1109/TGCN.2019.2904093},
doi = {10.1109/TGCN.2019.2904093},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgcn/GeJZXLV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/GaoT19,
author = {Jian Gao and
Hamidou Tembine},
title = {Distributed Mean-Field-Type Filters for Traffic Networks},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {20},
number = {2},
pages = {507--521},
year = {2019},
url = {https://doi.org/10.1109/TITS.2018.2816811},
doi = {10.1109/TITS.2018.2816811},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/GaoT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/ZhangYLH19,
author = {Yue Zhang and
Chungang Yang and
Jiandong Li and
Zhu Han},
title = {Distributed Interference-Aware Traffic Offloading and Power Control
in Ultra-Dense Networks: Mean Field Game With Dominating Player},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {68},
number = {9},
pages = {8814--8826},
year = {2019},
url = {https://doi.org/10.1109/TVT.2019.2929227},
doi = {10.1109/TVT.2019.2929227},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvt/ZhangYLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KarakidaAA19,
author = {Ryo Karakida and
Shotaro Akaho and
Shun{-}ichi Amari},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Universal Statistics of Fisher Information in Deep Neural Networks:
Mean Field Approach},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {1032--1041},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/karakida19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KarakidaAA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/GomesMS19,
author = {Diogo A. Gomes and
Diego Marcon and
Fatimah Al Saleh},
title = {The current method for stationary mean-field games on networks},
booktitle = {58th {IEEE} Conference on Decision and Control, {CDC} 2019, Nice,
France, December 11-13, 2019},
pages = {305--310},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CDC40024.2019.9029982},
doi = {10.1109/CDC40024.2019.9029982},
timestamp = {Fri, 04 Mar 2022 13:30:46 +0100},
biburl = {https://dblp.org/rec/conf/cdc/GomesMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/ZhouX19,
author = {Zejian Zhou and
Hao Xu},
title = {Decentralized Adaptive Optimal Control for Massive Multi-agent Systems
Using Mean Field Game with Self-Organizing Neural Networks},
booktitle = {58th {IEEE} Conference on Decision and Control, {CDC} 2019, Nice,
France, December 11-13, 2019},
pages = {1225--1230},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CDC40024.2019.9029540},
doi = {10.1109/CDC40024.2019.9029540},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/ZhouX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MeiMM19,
author = {Song Mei and
Theodor Misiakiewicz and
Andrea Montanari},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Mean-field theory of two-layers neural networks: dimension-free bounds
and kernel limit},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {2388--2464},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/mei19a.html},
timestamp = {Mon, 08 Jul 2019 16:13:41 +0200},
biburl = {https://dblp.org/rec/conf/colt/MeiMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/econvn/DjehicheBT19,
author = {Boualem Djehiche and
Julian Barreiro{-}Gomez and
Hamidou Tembine},
editor = {Vladik Kreinovich and
Nguyen Ngoc Thach and
Nguyen Duc Trung and
Dang Van Thanh},
title = {Mean-Field-Type Games for Blockchain-Based Distributed Power Networks},
booktitle = {Beyond Traditional Probabilistic Methods in Economics, {ECONVN} 2019,
International Econometric Conference of Vietnam, Ho Chi Minh City,
Vietnam, 14-16 January, 2019},
series = {Studies in Computational Intelligence},
volume = {809},
pages = {45--64},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-04200-4\_3},
doi = {10.1007/978-3-030-04200-4\_3},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/econvn/DjehicheBT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/TodorovT19,
author = {Dmitrii Todorov and
Wilson Truccolo},
title = {Stability of stochastic finite-size spiking-neuron networks: Comparing
mean-field, 1-loop correction and quasi-renewal approximations},
booktitle = {41st Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2019, Berlin, Germany, July 23-27,
2019},
pages = {4380--4386},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/EMBC.2019.8857101},
doi = {10.1109/EMBC.2019.8857101},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/TodorovT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/BanezLYSH19,
author = {Reginald A. Banez and
Lixin Li and
Chungang Yang and
Lingyang Song and
Zhu Han},
title = {A Mean-Field-Type Game Approach to Computation Offloading in Mobile
Edge Computing Networks},
booktitle = {2019 {IEEE} International Conference on Communications, {ICC} 2019,
Shanghai, China, May 20-24, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICC.2019.8761282},
doi = {10.1109/ICC.2019.8761282},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icc/BanezLYSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsc2/NguyenN0W19,
author = {Son Luu Nguyen and
Dung T. Nguyen and
George Yin and
Le Yi Wang},
title = {Modeling and Controls of Large-Scale Switching Diffusion Networks
with Mean-Field Interactions},
booktitle = {8th International Conference on Systems and Control, {ICSC} 2019,
Marrakesh, Morocco, October 23-25, 2019},
pages = {321--326},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICSC47195.2019.8950514},
doi = {10.1109/ICSC47195.2019.8950514},
timestamp = {Fri, 26 Aug 2022 11:38:09 +0200},
biburl = {https://dblp.org/rec/conf/icsc2/NguyenN0W19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobihoc/NarasimhaSY19,
author = {Dheeraj Narasimha and
Srinivas Shakkottai and
Lei Ying},
title = {A Mean Field Game Analysis of Distributed {MAC} in Ultra-Dense Multichannel
Wireless Networks},
booktitle = {Proceedings of the Twentieth {ACM} International Symposium on Mobile
Ad Hoc Networking and Computing, Mobihoc 2019, Catania, Italy, July
2-5, 2019},
pages = {1--10},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3323679.3326498},
doi = {10.1145/3323679.3326498},
timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mobihoc/NarasimhaSY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BlumenfeldGS19,
author = {Yaniv Blumenfeld and
Dar Gilboa and
Daniel Soudry},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth
Trade-Off},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {7036--7046},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/38ef4b66cb25e92abe4d594acb841471-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BlumenfeldGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcsp/ChengLXRL0H19,
author = {Qianqian Cheng and
Lixin Li and
Kaiyuan Xue and
Huan Ren and
Xu Li and
Wei Chen and
Zhu Han},
title = {Beam-Steering Optimization in Multi-UAVs mmWave Networks: {A} Mean
Field Game Approach},
booktitle = {11th International Conference on Wireless Communications and Signal
Processing, {WCSP} 2019, Xi'an, China, October 23-25, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/WCSP.2019.8927962},
doi = {10.1109/WCSP.2019.8927962},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wcsp/ChengLXRL0H19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcsp/MkiramweniYLLH19,
author = {Mbazingwa Elirehema Mkiramweni and
Chungang Yang and
Jiandong Li and
Lixin Li and
Zhu Han},
title = {Interference and Energy Management for Dense Aerial Access Networks:
{A} Mean Field Game Approach},
booktitle = {11th International Conference on Wireless Communications and Signal
Processing, {WCSP} 2019, Xi'an, China, October 23-25, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/WCSP.2019.8927924},
doi = {10.1109/WCSP.2019.8927924},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wcsp/MkiramweniYLLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wocc/XueLYZLH19,
author = {Kaiyuan Xue and
Lixin Li and
Fucheng Yang and
Huisheng Zhang and
Xu Li and
Zhu Han},
title = {Multi-UAV Delay Optimization in Edge Caching Networks: {A} Mean Field
Game Approach},
booktitle = {28th Wireless and Optical Communications Conference, {WOCC} 2019,
Beijing, China, May 9-10, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/WOCC.2019.8770639},
doi = {10.1109/WOCC.2019.8770639},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wocc/XueLYZLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-02880,
author = {Phan{-}Minh Nguyen},
title = {Mean Field Limit of the Learning Dynamics of Multilayer Neural Networks},
journal = {CoRR},
volume = {abs/1902.02880},
year = {2019},
url = {http://arxiv.org/abs/1902.02880},
eprinttype = {arXiv},
eprint = {1902.02880},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-02880.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-06015,
author = {Song Mei and
Theodor Misiakiewicz and
Andrea Montanari},
title = {Mean-field theory of two-layers neural networks: dimension-free bounds
and kernel limit},
journal = {CoRR},
volume = {abs/1902.06015},
year = {2019},
url = {http://arxiv.org/abs/1902.06015},
eprinttype = {arXiv},
eprint = {1902.06015},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-06015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08411,
author = {Yajing Zheng and
Zhaofei Yu and
Shanshan Jia and
Jian K. Liu and
Tiejun Huang and
Yonghong Tian},
title = {Probabilistic Inference of Binary Markov Random Fields in Spiking
Neural Networks through Mean-field Approximation},
journal = {CoRR},
volume = {abs/1902.08411},
year = {2019},
url = {http://arxiv.org/abs/1902.08411},
eprinttype = {arXiv},
eprint = {1902.08411},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-02721,
author = {Xiaohu Ge and
Haoming Jia and
Yi Zhong and
Yong Xiao and
Yonghui Li and
Branka Vucetic},
title = {Energy Efficient Optimization of Wireless-powered 5G Full Duplex Cellular
Networks: {A} Mean Field Game Approach},
journal = {CoRR},
volume = {abs/1903.02721},
year = {2019},
url = {http://arxiv.org/abs/1903.02721},
eprinttype = {arXiv},
eprint = {1903.02721},
timestamp = {Thu, 23 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-02721.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00771,
author = {Yaniv Blumenfeld and
Dar Gilboa and
Daniel Soudry},
title = {A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth
Trade-Off},
journal = {CoRR},
volume = {abs/1906.00771},
year = {2019},
url = {http://arxiv.org/abs/1906.00771},
eprinttype = {arXiv},
eprint = {1906.00771},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00771.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-07278,
author = {Kaitong Hu and
Anna Kazeykina and
Zhenjie Ren},
title = {Mean-field Langevin System, Optimal Control and Deep Neural Networks},
journal = {CoRR},
volume = {abs/1909.07278},
year = {2019},
url = {http://arxiv.org/abs/1909.07278},
eprinttype = {arXiv},
eprint = {1909.07278},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-07278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-11820,
author = {Masoud Badiei Khuzani and
Liyue Shen and
Shahin Shahrampour and
Lei Xing},
title = {A Mean-Field Theory for Kernel Alignment with Random Features in Generative
Adversarial Networks},
journal = {CoRR},
volume = {abs/1909.11820},
year = {2019},
url = {http://arxiv.org/abs/1909.11820},
eprinttype = {arXiv},
eprint = {1909.11820},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-11820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-00890,
author = {Marylou Gabri{\'{e}}},
title = {Mean-field inference methods for neural networks},
journal = {CoRR},
volume = {abs/1911.00890},
year = {2019},
url = {http://arxiv.org/abs/1911.00890},
eprinttype = {arXiv},
eprint = {1911.00890},
timestamp = {Mon, 11 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-00890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-05421,
author = {Yuchi Wu and
Junfeng Wu and
Minyi Huang and
Ling Shi},
title = {Mean-Field Transmission Power Control in Dense Networks, Part {I}
- Characterization of the Equilibrium Strategy},
journal = {CoRR},
volume = {abs/1911.05421},
year = {2019},
url = {http://arxiv.org/abs/1911.05421},
eprinttype = {arXiv},
eprint = {1911.05421},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-05421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-09132,
author = {Wei Huang and
Richard Yi Da Xu and
Weitao Du and
Yutian Zeng and
Yunce Zhao},
title = {Mean field theory for deep dropout networks: digging up gradient backpropagation
deeply},
journal = {CoRR},
volume = {abs/1912.09132},
year = {2019},
url = {http://arxiv.org/abs/1912.09132},
eprinttype = {arXiv},
eprint = {1912.09132},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-09132.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-05426,
title = {Mean-Field Transmission Power Control in Dense Networks, Part {II}
- Social Welfare Evaluation},
journal = {CoRR},
volume = {abs/1911.05426},
year = {2019},
note = {Withdrawn.},
url = {http://arxiv.org/abs/1911.05426},
eprinttype = {arXiv},
eprint = {1911.05426},
timestamp = {Fri, 05 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-05426.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YangDLZH18,
author = {Chungang Yang and
Haoxiang Dai and
Jiandong Li and
Yue Zhang and
Zhu Han},
title = {Distributed Interference-Aware Power Control in Ultra-Dense Small
Cell Networks: {A} Robust Mean Field Game},
journal = {{IEEE} Access},
volume = {6},
pages = {12608--12619},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2799138},
doi = {10.1109/ACCESS.2018.2799138},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/YangDLZH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcns/ZerlautCCD18,
author = {Yann Zerlaut and
Sandrine Chemla and
Fr{\'{e}}d{\'{e}}ric Chavane and
Alain Destexhe},
title = {Modeling mesoscopic cortical dynamics using a mean-field model of
conductance-based networks of adaptive exponential integrate-and-fire
neurons},
journal = {J. Comput. Neurosci.},
volume = {44},
number = {1},
pages = {45--61},
year = {2018},
url = {https://doi.org/10.1007/s10827-017-0668-2},
doi = {10.1007/S10827-017-0668-2},
timestamp = {Thu, 16 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcns/ZerlautCCD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jfi/YangX18,
author = {Junyuan Yang and
Fei Xu},
title = {Global stability of two {SIS} epidemic mean-field models on complex
networks: Lyapunov functional approach},
journal = {J. Frankl. Inst.},
volume = {355},
number = {14},
pages = {6763--6779},
year = {2018},
url = {https://doi.org/10.1016/j.jfranklin.2018.06.040},
doi = {10.1016/J.JFRANKLIN.2018.06.040},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jfi/YangX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nhm/HaKPZ18,
author = {Seung{-}Yeal Ha and
Jeongho Kim and
Jinyeong Park and
Xiongtao Zhang},
title = {Uniform stability and mean-field limit for the augmented Kuramoto
model},
journal = {Networks Heterog. Media},
volume = {13},
number = {2},
pages = {297--322},
year = {2018},
url = {https://doi.org/10.3934/nhm.2018013},
doi = {10.3934/NHM.2018013},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nhm/HaKPZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tompecs/LiXGMSSX18,
author = {Jian Li and
Bainan Xia and
Xinbo Geng and
Hao Ming and
Srinivas Shakkottai and
Vijay G. Subramanian and
Le Xie},
title = {Mean Field Games in Nudge Systems for Societal Networks},
journal = {{ACM} Trans. Model. Perform. Evaluation Comput. Syst.},
volume = {3},
number = {4},
pages = {15:1--15:31},
year = {2018},
url = {https://doi.org/10.1145/3232076},
doi = {10.1145/3232076},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tompecs/LiXGMSSX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wc/YangLSAX18,
author = {Chungang Yang and
Jiandong Li and
Min Sheng and
Alagan Anpalagan and
Jia Xiao},
title = {Mean Field Game-Theoretic Framework for Interference and Energy-Aware
Control in 5G Ultra-Dense Networks},
journal = {{IEEE} Wirel. Commun.},
volume = {25},
number = {1},
pages = {114--121},
year = {2018},
url = {https://doi.org/10.1109/MWC.2017.1600114},
doi = {10.1109/MWC.2017.1600114},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/wc/YangLSAX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apsipa/ZhangLLLH18,
author = {Zihe Zhang and
Lixin Li and
Xiaomin Liu and
Wei Liang and
Zhu Han},
title = {Matching-Based Resource Allocation and Distributed Power Control Using
Mean Field Game in the NOMA-Based {UAV} Networks},
booktitle = {Asia-Pacific Signal and Information Processing Association Annual
Summit and Conference, {APSIPA} {ASC} 2018, Honolulu, HI, USA, November
12-15, 2018},
pages = {420--426},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/APSIPA.2018.8659478},
doi = {10.23919/APSIPA.2018.8659478},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apsipa/ZhangLLLH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/BaharlooAA18,
author = {Mohammad M. Baharloo and
Jalal Arabneydi and
Amir G. Aghdam},
title = {Near-Optimal Control Strategy in Leader-Follower Networks: {A} Case
Study for Linear Quadratic Mean-Field Teams},
booktitle = {57th {IEEE} Conference on Decision and Control, {CDC} 2018, Miami,
FL, USA, December 17-19, 2018},
pages = {3288--3293},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CDC.2018.8619211},
doi = {10.1109/CDC.2018.8619211},
timestamp = {Fri, 04 Mar 2022 13:30:11 +0100},
biburl = {https://dblp.org/rec/conf/cdc/BaharlooAA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenPS18,
author = {Minmin Chen and
Jeffrey Pennington and
Samuel S. Schoenholz},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables
Signal Propagation in Recurrent Neural Networks},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {872--881},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/chen18i.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenPS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XiaoBSSP18,
author = {Lechao Xiao and
Yasaman Bahri and
Jascha Sohl{-}Dickstein and
Samuel S. Schoenholz and
Jeffrey Pennington},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10,
000-Layer Vanilla Convolutional Neural Networks},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5389--5398},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/xiao18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XiaoBSSP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KawamotoTO18,
author = {Tatsuro Kawamoto and
Masashi Tsubaki and
Tomoyuki Obuchi},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Mean-field theory of graph neural networks in graph partitioning},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {4366--4376},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/f6e794a75c5d51de081dbefa224304f9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KawamotoTO18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vtc/HuJBZ18,
author = {Yabai Hu and
Yanxiang Jiang and
Mehdi Bennis and
Fu{-}Chun Zheng},
title = {Distributed Edge Caching in Ultra-Dense Fog Radio Access Networks:
{A} Mean Field Approach},
booktitle = {88th {IEEE} Vehicular Technology Conference, {VTC} Fall 2018, Chicago,
IL, USA, August 27-30, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/VTCFall.2018.8690593},
doi = {10.1109/VTCFALL.2018.8690593},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vtc/HuJBZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcsp/ZhangLLLGCH18,
author = {Zihe Zhang and
Lixin Li and
Wei Liang and
Xu Li and
Ang Gao and
Wei Chen and
Zhu Han},
title = {Downlink Interference Management in Dense Drone Small Cells Networks
Using Mean-Field Game Theory},
booktitle = {10th International Conference on Wireless Communications and Signal
Processing, {WCSP} 2018, Hangzhou, China, October 18-20, 2018},
pages = {1--6},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/WCSP.2018.8555533},
doi = {10.1109/WCSP.2018.8555533},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wcsp/ZhangLLLGCH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wiopt/NguyenBP18,
author = {Thi Thu Hang Nguyen and
Olivier Brun and
Balakrishna J. Prabhu},
title = {Mean-field limit of the fixed-reward incentive mechanism in delay
tolerant networks},
booktitle = {16th International Symposium on Modeling and Optimization in Mobile,
Ad Hoc, and Wireless Networks, WiOpt 2018, Shanghai, China, May 7-11,
2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://dl.ifip.org/db/conf/wiopt/wiopt2018/1570417438.pdf},
doi = {10.23919/WIOPT.2018.8362810},
timestamp = {Mon, 28 Aug 2023 21:17:48 +0200},
biburl = {https://dblp.org/rec/conf/wiopt/NguyenBP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-07367,
author = {Hyesung Kim and
Jihong Park and
Mehdi Bennis and
Seong{-}Lyun Kim and
M{\'{e}}rouane Debbah},
title = {Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks},
journal = {CoRR},
volume = {abs/1801.07367},
year = {2018},
url = {http://arxiv.org/abs/1801.07367},
eprinttype = {arXiv},
eprint = {1801.07367},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-07367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03435,
author = {Leonardo Stella and
Dario Bauso},
title = {Mean-field Games for Bio-inspired Collective Decision-making in Dynamical
Networks},
journal = {CoRR},
volume = {abs/1802.03435},
year = {2018},
url = {http://arxiv.org/abs/1802.03435},
eprinttype = {arXiv},
eprint = {1802.03435},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-03435.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-06561,
author = {Song Mei and
Andrea Montanari and
Phan{-}Minh Nguyen},
title = {A Mean Field View of the Landscape of Two-Layers Neural Networks},
journal = {CoRR},
volume = {abs/1804.06561},
year = {2018},
url = {http://arxiv.org/abs/1804.06561},
eprinttype = {arXiv},
eprint = {1804.06561},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-06561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01316,
author = {Ryo Karakida and
Shotaro Akaho and
Shun{-}ichi Amari},
title = {Universal Statistics of Fisher Information in Deep Neural Networks:
Mean Field Approach},
journal = {CoRR},
volume = {abs/1806.01316},
year = {2018},
url = {http://arxiv.org/abs/1806.01316},
eprinttype = {arXiv},
eprint = {1806.01316},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01316.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05393,
author = {Lechao Xiao and
Yasaman Bahri and
Jascha Sohl{-}Dickstein and
Samuel S. Schoenholz and
Jeffrey Pennington},
title = {Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10,
000-Layer Vanilla Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/1806.05393},
year = {2018},
url = {http://arxiv.org/abs/1806.05393},
eprinttype = {arXiv},
eprint = {1806.05393},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05394,
author = {Minmin Chen and
Jeffrey Pennington and
Samuel S. Schoenholz},
title = {Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables
Signal Propagation in Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1806.05394},
year = {2018},
url = {http://arxiv.org/abs/1806.05394},
eprinttype = {arXiv},
eprint = {1806.05394},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-09076,
author = {Yabai Hu and
Yanxiang Jiang and
Mehdi Bennis and
Fu{-}Chun Zheng},
title = {Distributed Edge Caching in Ultra-dense Fog Radio Access Networks:
{A} Mean Field Approach},
journal = {CoRR},
volume = {abs/1806.09076},
year = {2018},
url = {http://arxiv.org/abs/1806.09076},
eprinttype = {arXiv},
eprint = {1806.09076},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-09076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11908,
author = {Tatsuro Kawamoto and
Masashi Tsubaki and
Tomoyuki Obuchi},
title = {Mean-field theory of graph neural networks in graph partitioning},
journal = {CoRR},
volume = {abs/1810.11908},
year = {2018},
url = {http://arxiv.org/abs/1810.11908},
eprinttype = {arXiv},
eprint = {1810.11908},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-11908.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08674,
author = {Raghavendra Selvan and
Thomas N. Kipf and
Max Welling and
Jesper Holst Pedersen and
Jens Petersen and
Marleen de Bruijne},
title = {Graph Refinement based Tree Extraction using Mean-Field Networks and
Graph Neural Networks},
journal = {CoRR},
volume = {abs/1811.08674},
year = {2018},
url = {http://arxiv.org/abs/1811.08674},
eprinttype = {arXiv},
eprint = {1811.08674},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-05598,
author = {Mucong Ding and
Kwok Yip Szeto},
title = {First-passage time distribution for random walks on complex networks
using inverse Laplace transform and mean-field approximation},
journal = {CoRR},
volume = {abs/1812.05598},
year = {2018},
url = {http://arxiv.org/abs/1812.05598},
eprinttype = {arXiv},
eprint = {1812.05598},
timestamp = {Thu, 03 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-05598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MaghsudiH17,
author = {Setareh Maghsudi and
Ekram Hossain},
title = {Distributed User Association in Energy Harvesting Dense Small Cell
Networks: {A} Mean-Field Multi-Armed Bandit Approach},
journal = {{IEEE} Access},
volume = {5},
pages = {3513--3523},
year = {2017},
url = {https://doi.org/10.1109/ACCESS.2017.2676166},
doi = {10.1109/ACCESS.2017.2676166},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/MaghsudiH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/icl/DadlaniKMK17,
author = {Aresh Dadlani and
Muthukrishnan Senthil Kumar and
Manikanta Gowtham Maddi and
Kiseon Kim},
title = {Mean-Field Dynamics of Inter-Switching Memes Competing Over Multiplex
Social Networks},
journal = {{IEEE} Commun. Lett.},
volume = {21},
number = {5},
pages = {967--970},
year = {2017},
url = {https://doi.org/10.1109/LCOMM.2017.2651815},
doi = {10.1109/LCOMM.2017.2651815},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/icl/DadlaniKMK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsn/MiaoL17,
author = {Li Miao and
Shuai Li},
title = {Cyber security based on mean field game model of the defender: Attacker
strategies},
journal = {Int. J. Distributed Sens. Networks},
volume = {13},
number = {10},
year = {2017},
url = {https://doi.org/10.1177/1550147717737908},
doi = {10.1177/1550147717737908},
timestamp = {Sun, 21 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsn/MiaoL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmetrics/CecchiBLW17,
author = {Fabio Cecchi and
Sem C. Borst and
J. S. H. van Leeuwaarden and
Phil Whiting},
title = {Spatial Mean-Field Limits for Ultra-Dense Random-Access Networks},
journal = {{SIGMETRICS} Perform. Evaluation Rev.},
volume = {45},
number = {3},
pages = {123--136},
year = {2017},
url = {https://doi.org/10.1145/3199524.3199545},
doi = {10.1145/3199524.3199545},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmetrics/CecchiBLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmetrics/CecchiVS17,
author = {Fabio Cecchi and
Peter M. van de Ven and
Seva Shneer},
title = {Mean-field limits for multi-hop random-access networks},
journal = {{SIGMETRICS} Perform. Evaluation Rev.},
volume = {45},
number = {3},
pages = {109--122},
year = {2017},
url = {https://doi.org/10.1145/3199524.3199544},
doi = {10.1145/3199524.3199544},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmetrics/CecchiVS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/BausoZP17,
author = {Dario Bauso and
Xuan Zhang and
Antonis Papachristodoulou},
title = {Density Flow in Dynamical Networks via Mean-Field Games},
journal = {{IEEE} Trans. Autom. Control.},
volume = {62},
number = {3},
pages = {1342--1355},
year = {2017},
url = {https://doi.org/10.1109/TAC.2016.2584979},
doi = {10.1109/TAC.2016.2584979},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tac/BausoZP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tccn/MariSDQ17,
author = {Matthieu De Mari and
Emilio Calvanese Strinati and
M{\'{e}}rouane Debbah and
Tony Q. S. Quek},
title = {Joint Stochastic Geometry and Mean Field Game Optimization for Energy-Efficient
Proactive Scheduling in Ultra Dense Networks},
journal = {{IEEE} Trans. Cogn. Commun. Netw.},
volume = {3},
number = {4},
pages = {766--781},
year = {2017},
url = {https://doi.org/10.1109/TCCN.2017.2761381},
doi = {10.1109/TCCN.2017.2761381},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tccn/MariSDQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/LiBPSS17,
author = {Jian Li and
Rajarshi Bhattacharyya and
Suman Paul and
Srinivas Shakkottai and
Vijay G. Subramanian},
title = {Incentivizing Sharing in Realtime {D2D} Streaming Networks: {A} Mean
Field Game Perspective},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {25},
number = {1},
pages = {3--17},
year = {2017},
url = {https://doi.org/10.1109/TNET.2016.2562028},
doi = {10.1109/TNET.2016.2562028},
timestamp = {Tue, 22 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/LiBPSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/twc/YangLSHPH17,
author = {Chungang Yang and
Jiandong Li and
Prabodini Semasinghe and
Ekram Hossain and
Samir Medina Perlaza and
Zhu Han},
title = {Distributed Interference and Energy-Aware Power Control for Ultra-Dense
{D2D} Networks: {A} Mean Field Game},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {16},
number = {2},
pages = {1205--1217},
year = {2017},
url = {https://doi.org/10.1109/TWC.2016.2641959},
doi = {10.1109/TWC.2016.2641959},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/twc/YangLSHPH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/CecchiBLW17,
author = {Fabio Cecchi and
Sem C. Borst and
Johan S. H. van Leeuwaarden and
Philip A. Whiting},
title = {Spatial mean-field limits for {CSMA} networks},
booktitle = {55th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2017, Monticello, IL, USA, October 3-6, 2017},
pages = {502--509},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ALLERTON.2017.8262779},
doi = {10.1109/ALLERTON.2017.8262779},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/allerton/CecchiBLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/NiuMDLKS17,
author = {Xiang Niu and
Alaa Moussawi and
Noemi Derzsy and
Xin Lin and
Gy{\"{o}}rgy Korniss and
Boleslaw K. Szymanski},
editor = {Chantal Cherifi and
Hocine Cherifi and
M{\'{a}}rton Karsai and
Mirco Musolesi},
title = {Evolution of the Global Risk Network Mean-Field Stability Point},
booktitle = {Complex Networks {\&} Their Applications {VI} - Proceedings of
Complex Networks 2017 (The Sixth International Conference on Complex
Networks and Their Applications), {COMPLEX} {NETWORKS} 2017, Lyon,
France, November 29 - December 1, 2017},
series = {Studies in Computational Intelligence},
volume = {689},
pages = {1124--1134},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72150-7\_91},
doi = {10.1007/978-3-319-72150-7\_91},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/complexnetworks/NiuMDLKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/YangZLH17,
author = {Chungang Yang and
Yue Zhang and
Jiandong Li and
Zhu Han},
title = {Power Control Mean Field Game with Dominator in Ultra-Dense Small
Cell Networks},
booktitle = {2017 {IEEE} Global Communications Conference, {GLOBECOM} 2017, Singapore,
December 4-8, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/GLOCOM.2017.8254552},
doi = {10.1109/GLOCOM.2017.8254552},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globecom/YangZLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangS17,
author = {Greg Yang and
Samuel S. Schoenholz},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Mean Field Residual Networks: On the Edge of Chaos},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {7103--7114},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/81c650caac28cdefce4de5ddc18befa0-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/YangS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/valuetools/CerottiR17,
author = {Davide Cerotti and
Daniele Codetta Raiteri},
editor = {Simonetta Balsamo and
Andrea Marin and
Enrico Vicario},
title = {Mean Field Analysis for Continuous Time Bayesian Networks},
booktitle = {New Frontiers in Quantitative Methods in Informatics - 7th Workshop,
InfQ 2017, Venice, Italy, December 4, 2017, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {825},
pages = {156--169},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-91632-3\_12},
doi = {10.1007/978-3-319-91632-3\_12},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/valuetools/CerottiR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-01467,
author = {Haiping Huang},
title = {Mean-field theory of input dimensionality reduction in unsupervised
deep neural networks},
journal = {CoRR},
volume = {abs/1710.01467},
year = {2017},
url = {http://arxiv.org/abs/1710.01467},
eprinttype = {arXiv},
eprint = {1710.01467},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-01467.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-08969,
author = {Greg Yang and
Samuel S. Schoenholz},
title = {Mean Field Residual Networks: On the Edge of Chaos},
journal = {CoRR},
volume = {abs/1712.08969},
year = {2017},
url = {http://arxiv.org/abs/1712.08969},
eprinttype = {arXiv},
eprint = {1712.08969},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-08969.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/NicolaTS16,
author = {Wilten Nicola and
Bryan P. Tripp and
Matthew Scott},
title = {Obtaining Arbitrary Prescribed Mean Field Dynamics for Recurrently
Coupled Networks of Type-I Spiking Neurons with Analytically Determined
Weights},
journal = {Frontiers Comput. Neurosci.},
volume = {10},
pages = {15},
year = {2016},
url = {https://doi.org/10.3389/fncom.2016.00015},
doi = {10.3389/FNCOM.2016.00015},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/NicolaTS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/poit/BaccelliRS16,
author = {Fran{\c{c}}ois Baccelli and
Alexandre N. Rybko and
Senya B. Shlosman},
title = {Queueing networks with mobile servers: The mean-field approach},
journal = {Probl. Inf. Transm.},
volume = {52},
number = {2},
pages = {178--199},
year = {2016},
url = {https://doi.org/10.1134/S0032946016020071},
doi = {10.1134/S0032946016020071},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/poit/BaccelliRS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamco/BausoTB16,
author = {Dario Bauso and
Hamidou Tembine and
Tamer Basar},
title = {Opinion Dynamics in Social Networks through Mean-Field Games},
journal = {{SIAM} J. Control. Optim.},
volume = {54},
number = {6},
pages = {3225--3257},
year = {2016},
url = {https://doi.org/10.1137/140985676},
doi = {10.1137/140985676},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamco/BausoTB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamco/CamilliM16,
author = {Fabio Camilli and
Claudio Marchi},
title = {Stationary Mean Field Games Systems Defined on Networks},
journal = {{SIAM} J. Control. Optim.},
volume = {54},
number = {2},
pages = {1085--1103},
year = {2016},
url = {https://doi.org/10.1137/15M1022082},
doi = {10.1137/15M1022082},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamco/CamilliM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/CakmakUMPFH16,
author = {Burak {\c{C}}akmak and
Daniel Nygaard Urup and
Florian Meyer and
Troels Pedersen and
Bernard H. Fleury and
Franz Hlawatsch},
title = {Cooperative Localization for Mobile Networks: {A} Distributed Belief
Propagation-Mean Field Message Passing Algorithm},
journal = {{IEEE} Signal Process. Lett.},
volume = {23},
number = {6},
pages = {828--832},
year = {2016},
url = {https://doi.org/10.1109/LSP.2016.2550534},
doi = {10.1109/LSP.2016.2550534},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/CakmakUMPFH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/HanifTAZ16,
author = {Ahmed Farhan Hanif and
Hamidou Tembine and
Mohamad Assaad and
Djamal Zeghlache},
title = {Mean-Field Games for Resource Sharing in Cloud-Based Networks},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {24},
number = {1},
pages = {624--637},
year = {2016},
url = {https://doi.org/10.1109/TNET.2014.2387100},
doi = {10.1109/TNET.2014.2387100},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/HanifTAZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvt/Al-ZahraniYH16,
author = {Ali Y. Al{-}Zahrani and
F. Richard Yu and
Minyi Huang},
title = {A Joint Cross-Layer and Colayer Interference Management Scheme in
Hyperdense Heterogeneous Networks Using Mean-Field Game Theory},
journal = {{IEEE} Trans. Veh. Technol.},
volume = {65},
number = {3},
pages = {1522--1535},
year = {2016},
url = {https://doi.org/10.1109/TVT.2015.2413394},
doi = {10.1109/TVT.2015.2413394},
timestamp = {Thu, 25 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvt/Al-ZahraniYH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEssd/SiweT16,
author = {Alain Tcheukam Siwe and
Hamidou Tembine},
title = {Mean-field-type games on airline networks and airport queues: Braess
paradox, its negation, and crowd effect},
booktitle = {13th International Multi-Conference on Systems, Signals {\&} Devices,
{SSD} 2016, Leipzig, Germany, March 21-24, 2016},
pages = {595--600},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSD.2016.7473658},
doi = {10.1109/SSD.2016.7473658},
timestamp = {Mon, 09 Aug 2021 14:54:04 +0200},
biburl = {https://dblp.org/rec/conf/IEEEssd/SiweT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/HamidoucheSDP16,
author = {Kenza Hamidouche and
Walid Saad and
M{\'{e}}rouane Debbah and
H. Vincent Poor},
title = {Mean-Field Games for Distributed Caching in Ultra-Dense Small Cell
Networks},
booktitle = {2016 American Control Conference, {ACC} 2016, Boston, MA, USA, July
6-8, 2016},
pages = {4699--4704},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ACC.2016.7526096},
doi = {10.1109/ACC.2016.7526096},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amcc/HamidoucheSDP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/QuW16,
author = {Bo Qu and
Huijuan Wang},
editor = {Hocine Cherifi and
Sabrina Gaito and
Walter Quattrociocchi and
Alessandra Sala},
title = {The Accuracy of Mean-Field Approximation for Susceptible-Infected-Susceptible
Epidemic Spreading with Heterogeneous Infection Rates},
booktitle = {Complex Networks {\&} Their Applications {V} - Proceedings of
the 5th International Workshop on Complex Networks and their Applications
{(COMPLEX} {NETWORKS} 2016), Milan, Italy, November 30 - December
2, 2016},
series = {Studies in Computational Intelligence},
volume = {693},
pages = {499--510},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-50901-3\_40},
doi = {10.1007/978-3-319-50901-3\_40},
timestamp = {Fri, 09 Apr 2021 18:42:17 +0200},
biburl = {https://dblp.org/rec/conf/complexnetworks/QuW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/ValZMZP16,
author = {Jorge del Val and
Santiago Zazo and
Sergio Valcarcel Macua and
Javier Zazo and
Juan Parras},
title = {Optimal attack and defence of large scale networks using mean field
theory},
booktitle = {24th European Signal Processing Conference, {EUSIPCO} 2016, Budapest,
Hungary, August 29 - September 2, 2016},
pages = {973--977},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/EUSIPCO.2016.7760393},
doi = {10.1109/EUSIPCO.2016.7760393},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/ValZMZP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/Cecchi16,
author = {Fabio Cecchi},
title = {Mean-field analysis of {CSMA} wireless networks},
booktitle = {{IEEE} Conference on Computer Communications Workshops, {INFOCOM}
Workshops 2016, San Francisco, CA, USA, April 10-14, 2016},
pages = {540--541},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/INFCOMW.2016.7562135},
doi = {10.1109/INFCOMW.2016.7562135},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/infocom/Cecchi16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/CecchiBLW16,
author = {Fabio Cecchi and
Sem C. Borst and
J. S. H. van Leeuwaarden and
Philip A. Whiting},
title = {{CSMA} networks in a many-sources regime: {A} mean-field approach},
booktitle = {35th Annual {IEEE} International Conference on Computer Communications,
{INFOCOM} 2016, San Francisco, CA, USA, April 10-14, 2016},
pages = {1--9},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/INFOCOM.2016.7524604},
doi = {10.1109/INFOCOM.2016.7524604},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/infocom/CecchiBLW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wiopt/TanakaPL16,
author = {Toshiyuki Tanaka and
Kumar Shashi Prabh and
Yiyan Liu},
title = {Throughput equalization in mean-field hard-core models for CSMA-based
wireless networks},
booktitle = {14th International Symposium on Modeling and Optimization in Mobile,
Ad Hoc, and Wireless Networks, WiOpt 2016, Tempe, AZ, USA, May 9-13,
2016},
pages = {329--336},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/WIOPT.2016.7492939},
doi = {10.1109/WIOPT.2016.7492939},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wiopt/TanakaPL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HamidoucheSDP16,
author = {Kenza Hamidouche and
Walid Saad and
M{\'{e}}rouane Debbah and
H. Vincent Poor},
title = {Mean-Field Games for Distributed Caching in Ultra-Dense Small Cell
Networks},
journal = {CoRR},
volume = {abs/1603.07031},
year = {2016},
url = {http://arxiv.org/abs/1603.07031},
eprinttype = {arXiv},
eprint = {1603.07031},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HamidoucheSDP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiBPSS16,
author = {Jian Li and
Rajarshi Bhattacharyya and
Suman Paul and
Srinivas Shakkottai and
Vijay G. Subramanian},
title = {Incentivizing Sharing in Realtime {D2D} Streaming Networks: {A} Mean
Field Game Perspective},
journal = {CoRR},
volume = {abs/1604.02435},
year = {2016},
url = {http://arxiv.org/abs/1604.02435},
eprinttype = {arXiv},
eprint = {1604.02435},
timestamp = {Tue, 22 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiBPSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaghsudiH16a,
author = {Setareh Maghsudi and
Ekram Hossain},
title = {Distributed Cell Association for Energy Harvesting IoT Devices in
Dense Small Cell Networks: {A} Mean-Field Multi-Armed Bandit Approach},
journal = {CoRR},
volume = {abs/1605.00057},
year = {2016},
url = {http://arxiv.org/abs/1605.00057},
eprinttype = {arXiv},
eprint = {1605.00057},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaghsudiH16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SamarakoonBSDL16a,
author = {Sumudu Samarakoon and
Mehdi Bennis and
Walid Saad and
M{\'{e}}rouane Debbah and
Matti Latva{-}aho},
title = {Energy-Efficient Resource Management in Ultra Dense Small Cell Networks:
{A} Mean-Field Approach},
journal = {CoRR},
volume = {abs/1604.08763},
year = {2016},
url = {http://arxiv.org/abs/1604.08763},
eprinttype = {arXiv},
eprint = {1604.08763},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SamarakoonBSDL16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nhm/HertyPS15,
author = {Michael Herty and
Lorenzo Pareschi and
Sonja Steffensen},
title = {Mean-field control and Riccati equations},
journal = {Networks Heterog. Media},
volume = {10},
number = {3},
pages = {699--715},
year = {2015},
url = {http://aimsciences.org/journals/displayArticlesnew.jsp?paperID=11428},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nhm/HertyPS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamma/InglisT15,
author = {J. Inglis and
D. Talay},
title = {Mean-Field Limit of a Stochastic Particle System Smoothly Interacting
Through Threshold Hitting-Times and Applications to Neural Networks
with Dendritic Component},
journal = {{SIAM} J. Math. Anal.},
volume = {47},
number = {5},
pages = {3884--3916},
year = {2015},
url = {https://doi.org/10.1137/140989042},
doi = {10.1137/140989042},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamma/InglisT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmetrics/CecchiSBL15,
author = {Fabio Cecchi and
Sem C. Borst and
J. S. H. van Leeuwaarden},
title = {Mean-Field Analysis of Ultra-Dense {CSMA} Networks},
journal = {{SIGMETRICS} Perform. Evaluation Rev.},
volume = {43},
number = {2},
pages = {13--15},
year = {2015},
url = {https://doi.org/10.1145/2825236.2825241},
doi = {10.1145/2825236.2825241},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmetrics/CecchiSBL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/TanakaP15,
author = {Toshiyuki Tanaka and
Kumar Shashi Prabh},
title = {Mean-field hard-core model of interference in ad-hoc wireless networks},
booktitle = {53rd Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2015, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, September 29 - October 2, 2015},
pages = {279--285},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ALLERTON.2015.7447016},
doi = {10.1109/ALLERTON.2015.7447016},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/allerton/TanakaP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/critis/ScalaSLD15,
author = {Antonio Scala and
Stefano Sebastio and
Pier Giorgio De Sanctis Lucentini and
Gregorio D'Agostino},
editor = {Erich Rome and
Marianthi Theocharidou and
Stephen D. Wolthusen},
title = {A Mean Field Model of Coupled Cascades in Flow Networks},
booktitle = {Critical Information Infrastructures Security - 10th International
Conference, {CRITIS} 2015, Berlin, Germany, October 5-7, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9578},
pages = {259--263},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-33331-1\_24},
doi = {10.1007/978-3-319-33331-1\_24},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/critis/ScalaSLD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/SamarakoonBSDL15,
author = {Sumudu Samarakoon and
Mehdi Bennis and
Walid Saad and
M{\'{e}}rouane Debbah and
Matti Latva{-}aho},
title = {Energy-Efficient Resource Management in Ultra Dense Small Cell Networks:
{A} Mean-Field Approach},
booktitle = {2015 {IEEE} Global Communications Conference, {GLOBECOM} 2015, San
Diego, CA, USA, December 6-10, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/GLOCOM.2014.7417725},
doi = {10.1109/GLOCOM.2014.7417725},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/globecom/SamarakoonBSDL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/LiBPSS15,
author = {Jian Li and
Rajarshi Bhattacharyya and
Suman Paul and
Srinivas Shakkottai and
Vijay G. Subramanian},
title = {Incentivizing sharing in realtime {D2D} streaming networks: {A} mean
field game perspective},
booktitle = {2015 {IEEE} Conference on Computer Communications, {INFOCOM} 2015,
Kowloon, Hong Kong, April 26 - May 1, 2015},
pages = {2119--2127},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/INFOCOM.2015.7218597},
doi = {10.1109/INFOCOM.2015.7218597},
timestamp = {Tue, 22 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/infocom/LiBPSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CakmakUMPFH15,
author = {Burak {\c{C}}akmak and
Daniel Nygaard Urup and
Florian Meyer and
Troels Pedersen and
Bernard H. Fleury and
Franz Hlawatsch},
title = {Cooperative Localization for Mobile Networks: {A} Distributed Belief
Propagation - Mean Field Message Passing Algorithm},
journal = {CoRR},
volume = {abs/1512.07782},
year = {2015},
url = {http://arxiv.org/abs/1512.07782},
eprinttype = {arXiv},
eprint = {1512.07782},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CakmakUMPFH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TalebiGL15,
author = {Mahmoud Talebi and
Jan Friso Groote and
Jean{-}Paul M. G. Linnartz},
title = {Communication Patterns in Mean Field Models for Wireless Sensor Networks},
journal = {CoRR},
volume = {abs/1503.07693},
year = {2015},
url = {http://arxiv.org/abs/1503.07693},
eprinttype = {arXiv},
eprint = {1503.07693},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TalebiGL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcns/Grabska-BarwinskaL14,
author = {Agnieszka Grabska{-}Barwinska and
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title = {How well do mean field theories of spiking quadratic-integrate-and-fire
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timestamp = {Thu, 16 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcns/Grabska-BarwinskaL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tnn/HuiHBH14,
author = {Qing Hui and
Wassim M. Haddad and
James M. Bailey and
Tomohisa Hayakawa},
title = {A Stochastic Mean Field Model for an Excitatory and Inhibitory Synaptic
Drive Cortical Neuronal Network},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {25},
number = {4},
pages = {751--763},
year = {2014},
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timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/HuiHBH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/twc/WangYTH14,
author = {Yanwei Wang and
F. Richard Yu and
Helen Tang and
Minyi Huang},
title = {A Mean Field Game Theoretic Approach for Security Enhancements in
Mobile Ad hoc Networks},
journal = {{IEEE} Trans. Wirel. Commun.},
volume = {13},
number = {3},
pages = {1616--1627},
year = {2014},
url = {https://doi.org/10.1109/TWC.2013.122313.131118},
doi = {10.1109/TWC.2013.122313.131118},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/twc/WangYTH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/bmei/WeiZLWYD14,
author = {Xile Wei and
Danhong Zhang and
Meili Lu and
Jiang Wang and
Haitao Yu and
Bin Deng},
editor = {Dong Xie and
Ron Yang and
Jinguang Sun and
Lipo Wang and
Xiaowei Hui and
Ying Chen},
title = {Enhanced stochastic resonance induced by mean field feedback in synaptic
coupled networks},
booktitle = {7th International Conference on Biomedical Engineering and Informatics,
{BMEI} 2014, Dalian, China, October 14-16, 2014},
pages = {436--440},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/BMEI.2014.7002814},
doi = {10.1109/BMEI.2014.7002814},
timestamp = {Thu, 25 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmei/WeiZLWYD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/BausoZP14,
author = {Dario Bauso and
Xuan Zhang and
Antonis Papachristodoulou},
title = {Density flow over networks: {A} mean-field game theoretic approach},
booktitle = {53rd {IEEE} Conference on Decision and Control, {CDC} 2014, Los Angeles,
CA, USA, December 15-17, 2014},
pages = {3469--3474},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CDC.2014.7039927},
doi = {10.1109/CDC.2014.7039927},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdc/BausoZP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiZ14b,
author = {Yujia Li and
Richard S. Zemel},
title = {Mean-Field Networks},
journal = {CoRR},
volume = {abs/1410.5884},
year = {2014},
url = {http://arxiv.org/abs/1410.5884},
eprinttype = {arXiv},
eprint = {1410.5884},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/LiZ14b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Fasoli13,
author = {Diego Fasoli},
title = {Attacking the brain with neuroscience : mean-field theory, finite
size effects and encoding capability of stochastic neural networks.
(Traiter le cerveau avec les neurosciences : th{\'{e}}orie de
champ-moyen, effets de taille finie et capacit{\'{e}} de codage
des r{\'{e}}seaux de neurones stochastiques)},
school = {University of Nice Sophia Antipolis, France},
year = {2013},
url = {https://tel.archives-ouvertes.fr/tel-00850289},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Fasoli13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/NicolaC13,
author = {Wilten Nicola and
Sue Ann Campbell},
title = {Mean-field models for heterogeneous networks of two-dimensional integrate
and fire neurons},
journal = {Frontiers Comput. Neurosci.},
volume = {7},
pages = {184},
year = {2013},
url = {https://doi.org/10.3389/fncom.2013.00184},
doi = {10.3389/FNCOM.2013.00184},
timestamp = {Sat, 23 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/NicolaC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/SahnehSM13,
author = {Faryad Darabi Sahneh and
Caterina M. Scoglio and
Piet Van Mieghem},
title = {Generalized Epidemic Mean-Field Model for Spreading Processes Over
Multilayer Complex Networks},
journal = {{IEEE/ACM} Trans. Netw.},
volume = {21},
number = {5},
pages = {1609--1620},
year = {2013},
url = {https://doi.org/10.1109/TNET.2013.2239658},
doi = {10.1109/TNET.2013.2239658},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ton/SahnehSM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/TembineBB13,
author = {Hamidou Tembine and
Dario Bauso and
Tamer Basar},
title = {Robust linear quadratic mean-field games in crowd-seeking social networks},
booktitle = {Proceedings of the 52nd {IEEE} Conference on Decision and Control,
{CDC} 2013, Florence, Italy, December 10-13, 2013},
pages = {3134--3139},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CDC.2013.6760361},
doi = {10.1109/CDC.2013.6760361},
timestamp = {Fri, 04 Mar 2022 13:29:02 +0100},
biburl = {https://dblp.org/rec/conf/cdc/TembineBB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mswim/WangYHBC13,
author = {Yanwei Wang and
F. Richard Yu and
Minyi Huang and
Azzedine Boukerche and
Tao Chen},
editor = {Mirela Sechi Moretti Annoni Notare and
Abdelhamid Mammeri},
title = {Securing vehicular ad hoc networks with mean field game theory},
booktitle = {Proceedings of the third {ACM} international symposium on Design and
analysis of intelligent vehicular networks and applications, DIVANet@MSWiM
2013, Barcelona, Spain, November 3-4, 2013},
pages = {55--60},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2512921.2512936},
doi = {10.1145/2512921.2512936},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mswim/WangYHBC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pimrc/Al-ZahraniYH13,
author = {Ali Y. Al{-}Zahrani and
F. Richard Yu and
Minyi Huang},
title = {A distributed interference control scheme in large cellular networks
using mean-field game theory},
booktitle = {24th {IEEE} Annual International Symposium on Personal, Indoor, and
Mobile Radio Communications, {PIMRC} 2013, London, United Kingdom,
September 8-11, 2013},
pages = {3339--3343},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/PIMRC.2013.6666724},
doi = {10.1109/PIMRC.2013.6666724},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/pimrc/Al-ZahraniYH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wosp/GuentherB13,
author = {Marcel C. Guenther and
Jeremy T. Bradley},
editor = {Seetharami Seelam and
Petr Tuma and
Giuliano Casale and
Tony Field and
Jos{\'{e}} Nelson Amaral},
title = {Mean-field analysis of data flows in wireless sensor networks},
booktitle = {{ACM/SPEC} International Conference on Performance Engineering, ICPE'13,
Prague, Czech Republic - April 21 - 24, 2013},
pages = {51--62},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2479871.2479882},
doi = {10.1145/2479871.2479882},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wosp/GuentherB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BlaszczyszynJK13,
author = {Bartlomiej Blaszczyszyn and
Miodrag Jovanovic and
Mohamed Kadhem Karray},
title = {Mean user throughput versus traffic demand in large irregular cellular
networks - a typical cell approach explaining real field measurements},
journal = {CoRR},
volume = {abs/1307.8409},
year = {2013},
url = {http://arxiv.org/abs/1307.8409},
eprinttype = {arXiv},
eprint = {1307.8409},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BlaszczyszynJK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-6793,
author = {Fran{\c{c}}ois M{\'{e}}riaux and
Vineeth S. Varma and
Samson Lasaulce},
title = {Mean Field Energy Games in Wireless Networks},
journal = {CoRR},
volume = {abs/1301.6793},
year = {2013},
url = {http://arxiv.org/abs/1301.6793},
eprinttype = {arXiv},
eprint = {1301.6793},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-6793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-1414,
author = {Kameron Decker Harris and
Christopher M. Danforth and
Peter Sheridan Dodds},
title = {Dynamics of influence processes on networks: Complete mean-field theory;
the roles of response functions, connectivity, and synchrony; and
applications to social contagion},
journal = {CoRR},
volume = {abs/1303.1414},
year = {2013},
url = {http://arxiv.org/abs/1303.1414},
eprinttype = {arXiv},
eprint = {1303.1414},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-1414.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nhm/AchdouP12,
author = {Yves Achdou and
V{\'{\i}}ctor P{\'{e}}rez},
title = {Iterative strategies for solving linearized discrete mean field games
systems},
journal = {Networks Heterog. Media},
volume = {7},
number = {2},
pages = {197--217},
year = {2012},
url = {https://doi.org/10.3934/nhm.2012.7.197},
doi = {10.3934/NHM.2012.7.197},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nhm/AchdouP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nhm/Bardi12,
author = {Martino Bardi},
title = {Explicit solutions of some linear-quadratic mean field games},
journal = {Networks Heterog. Media},
volume = {7},
number = {2},
pages = {243--261},
year = {2012},
url = {https://doi.org/10.3934/nhm.2012.7.243},
doi = {10.3934/NHM.2012.7.243},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nhm/Bardi12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nhm/CamilliS12,
author = {Fabio Camilli and
Francisco Silva},
title = {A semi-discrete approximation for a first order mean field game problem},
journal = {Networks Heterog. Media},
volume = {7},
number = {2},
pages = {263--277},
year = {2012},
url = {https://doi.org/10.3934/nhm.2012.7.263},
doi = {10.3934/NHM.2012.7.263},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nhm/CamilliS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nhm/CardaliaguetLLP12,
author = {Pierre Cardaliaguet and
Jean{-}Michel Lasry and
Pierre{-}Louis Lions and
Alessio Porretta},
title = {Long time average of mean field games},
journal = {Networks Heterog. Media},
volume = {7},
number = {2},
pages = {279--301},
year = {2012},
url = {https://doi.org/10.3934/nhm.2012.7.279},
doi = {10.3934/NHM.2012.7.279},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nhm/CardaliaguetLLP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nhm/GomesPS12,
author = {Diogo A. Gomes and
Gabriel E. Pires and
H{\'{e}}ctor S{\'{a}}nchez{-}Morgado},
title = {A-priori estimates for stationary mean-field games},
journal = {Networks Heterog. Media},
volume = {7},
number = {2},
pages = {303--314},
year = {2012},
url = {https://doi.org/10.3934/nhm.2012.7.303},
doi = {10.3934/NHM.2012.7.303},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nhm/GomesPS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nhm/Gueant12,
author = {Olivier Gu{\'{e}}ant},
title = {New numerical methods for mean field games with quadratic costs},
journal = {Networks Heterog. Media},
volume = {7},
number = {2},
pages = {315--336},
year = {2012},
url = {https://doi.org/10.3934/nhm.2012.7.315},
doi = {10.3934/NHM.2012.7.315},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nhm/Gueant12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/MeriauxVL12,
author = {Fran{\c{c}}ois M{\'{e}}riaux and
Vineeth S. Varma and
Samson Lasaulce},
editor = {Michael B. Matthews},
title = {Mean field energy games in wireless networks},
booktitle = {Conference Record of the Forty Sixth Asilomar Conference on Signals,
Systems and Computers, {ACSCC} 2012, Pacific Grove, CA, USA, November
4-7, 2012},
pages = {671--675},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ACSSC.2012.6489095},
doi = {10.1109/ACSSC.2012.6489095},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/acssc/MeriauxVL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/TembineTV12,
author = {Hamidou Tembine and
Ra{\'{u}}l Tempone and
Pedro Vilanova},
title = {Mean field games for cognitive radio networks},
booktitle = {American Control Conference, {ACC} 2012, Montreal, QC, Canada, June
27-29, 2012},
pages = {6388--6393},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ACC.2012.6314643},
doi = {10.1109/ACC.2012.6314643},
timestamp = {Sun, 08 Aug 2021 01:40:54 +0200},
biburl = {https://dblp.org/rec/conf/amcc/TembineTV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socinfo/BirkholzBHSG12,
author = {Julie M. Birkholz and
Rena Bakhshi and
Ravindra Harige and
Maarten van Steen and
Peter Groenewegen},
editor = {Karl Aberer and
Andreas Flache and
Wander Jager and
Ling Liu and
Jie Tang and
Christophe Gu{\'{e}}ret},
title = {Scalable Analysis for Large Social Networks: The Data-Aware Mean-Field
Approach},
booktitle = {Social Informatics - 4th International Conference, SocInfo 2012, Lausanne,
Switzerland, December 5-7, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7710},
pages = {406--419},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35386-4\_30},
doi = {10.1007/978-3-642-35386-4\_30},
timestamp = {Mon, 26 Jun 2023 20:48:44 +0200},
biburl = {https://dblp.org/rec/conf/socinfo/BirkholzBHSG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-2655,
author = {Ido Cohn and
Tal El{-}Hay and
Nir Friedman and
Raz Kupferman},
title = {Mean Field Variational Approximation for Continuous-Time Bayesian
Networks},
journal = {CoRR},
volume = {abs/1205.2655},
year = {2012},
url = {http://arxiv.org/abs/1205.2655},
eprinttype = {arXiv},
eprint = {1205.2655},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-2655.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-6294,
author = {Andrew Lucas},
title = {Exact mean field dynamics for epidemic-like processes on heterogeneous
networks},
journal = {CoRR},
volume = {abs/1206.6294},
year = {2012},
url = {http://arxiv.org/abs/1206.6294},
eprinttype = {arXiv},
eprint = {1206.6294},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-6294.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-6615,
author = {Julie M. Birkholz and
Rena Bakhshi and
Ravindra Harige and
Maarten van Steen and
Peter Groenewegen},
title = {Scalable Analysis for Large Social Networks: the data-aware mean-field
approach},
journal = {CoRR},
volume = {abs/1209.6615},
year = {2012},
url = {http://arxiv.org/abs/1209.6615},
eprinttype = {arXiv},
eprint = {1209.6615},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-6615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LowdS11,
author = {Daniel Lowd and
Arash Shamaei},
editor = {Wolfram Burgard and
Dan Roth},
title = {Mean Field Inference in Dependency Networks: An Empirical Study},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
pages = {404--410},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/aaai.v25i1.7936},
doi = {10.1609/AAAI.V25I1.7936},
timestamp = {Mon, 04 Sep 2023 16:05:54 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LowdS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/TembineTV11,
author = {Hamidou Tembine and
Ra{\'{u}}l Tempone and
Pedro Vilanova},
title = {Mean field interaction in biochemical reaction networks},
booktitle = {49th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2011, Allerton Park {\&} Retreat Center, Monticello,
IL, USA, 28-30 September, 2011},
pages = {991--997},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/Allerton.2011.6120274},
doi = {10.1109/ALLERTON.2011.6120274},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/allerton/TembineTV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gamenets/TembineVD11,
author = {Hamidou Tembine and
Pedro Vilanova and
M{\'{e}}rouane Debbah},
editor = {Rahul Jain and
Rajgopal Kannan},
title = {Noisy Mean Field Game Model for Malware Propagation in Opportunistic
Networks},
booktitle = {Game Theory for Networks - 2nd International {ICST} Conference, {GAMENETS}
2011, Shanghai, China, April 16-18, 2011, Revised Selected Papers},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {75},
pages = {459--474},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-30373-9\_32},
doi = {10.1007/978-3-642-30373-9\_32},
timestamp = {Tue, 03 May 2022 16:52:20 +0200},
biburl = {https://dblp.org/rec/conf/gamenets/TembineVD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vtc/BeccutiPHHF11,
author = {Marco Beccuti and
Massimiliano De Pierro and
Andr{\'{a}}s Horv{\'{a}}th and
{\'{A}}d{\'{a}}m Horv{\'{a}}th and
K{\'{a}}roly Farkas},
title = {A Mean Field Based Methodology for Modeling Mobility in Ad Hoc Networks},
booktitle = {Proceedings of the 73rd {IEEE} Vehicular Technology Conference, {VTC}
Spring 2011, 15-18 May 2011, Budapest, Hungary},
pages = {1--5},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/VETECS.2011.5956248},
doi = {10.1109/VETECS.2011.5956248},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vtc/BeccutiPHHF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-0246,
author = {Chiru Bhattacharyya and
S. Sathiya Keerthi},
title = {Mean Field Methods for a Special Class of Belief Networks},
journal = {CoRR},
volume = {abs/1106.0246},
year = {2011},
url = {http://arxiv.org/abs/1106.0246},
eprinttype = {arXiv},
eprint = {1106.0246},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-0246.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1106-4215,
author = {Paolo Moretti and
Suyu Liu and
Andrea Baronchelli and
Romualdo Pastor{-}Satorras},
title = {Unified mean-field approach to voter-like models on networks},
journal = {CoRR},
volume = {abs/1106.4215},
year = {2011},
url = {http://arxiv.org/abs/1106.4215},
eprinttype = {arXiv},
eprint = {1106.4215},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1106-4215.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-5683,
author = {Zimo Yang and
Tao Zhou},
title = {Epidemic Spreading in Weighted Networks: An Edge-Based Mean-Field
Solution},
journal = {CoRR},
volume = {abs/1112.5683},
year = {2011},
url = {http://arxiv.org/abs/1112.5683},
eprinttype = {arXiv},
eprint = {1112.5683},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1112-5683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbc/PototskyJ10,
author = {Andrey Pototsky and
Natalia B. Janson},
title = {Global Dynamics in Networks of 1D Elements with Time Delayed Mean
Field Coupling Subject to Noise: Synchronization Threshold, Multistability
and Hysteresis},
journal = {Int. J. Bifurc. Chaos},
volume = {20},
number = {6},
pages = {1825--1836},
year = {2010},
url = {https://doi.org/10.1142/S0218127410026873},
doi = {10.1142/S0218127410026873},
timestamp = {Thu, 05 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijbc/PototskyJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CohnEFK10,
author = {Ido Cohn and
Tal El{-}Hay and
Nir Friedman and
Raz Kupferman},
title = {Mean Field Variational Approximation for Continuous-Time Bayesian
Networks},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2745--2783},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1953022},
doi = {10.5555/1756006.1953022},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CohnEFK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nhm/BordenaveMP10,
author = {Charles Bordenave and
David D. McDonald and
Alexandre Prouti{\`{e}}re},
title = {A particle system in interaction with a rapidly varying environment:
Mean field limits and applications},
journal = {Networks Heterog. Media},
volume = {5},
number = {1},
pages = {31--62},
year = {2010},
url = {https://doi.org/10.3934/nhm.2010.5.31},
doi = {10.3934/NHM.2010.5.31},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nhm/BordenaveMP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crowncom/TembineLJ10,
author = {Hamidou Tembine and
Samson Lasaulce and
Marc Jungers},
editor = {Erik Larsson and
Aawatif Hayar},
title = {Joint power control-allocation for green cognitive wireless networks
using mean field theory},
booktitle = {5th International {ICST} Conference on Cognitive Radio Oriented Wireless
Networks and Communications, {CROWNCOM} 2010, Cannes, France, June
9-11, 2010},
pages = {1--5},
publisher = {{ICST} / {IEEE}},
year = {2010},
url = {https://doi.org/10.4108/ICST.CROWNCOM2010.9219},
doi = {10.4108/ICST.CROWNCOM2010.9219},
timestamp = {Sun, 08 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/crowncom/TembineLJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fcs/GuoZL10,
author = {Weipeng Guo and
Pei Li Zhou and
Yongli Li},
editor = {Hamid R. Arabnia and
George A. Gravvanis and
Ashu M. G. Solo},
title = {The Extended Model of Rough Sets Theory Based on Panweighted Field
and Panweighted Networks in the Meaning of Recursive},
booktitle = {Proceedings of the 2010 International Conference on Foundations of
Computer Science, {FCS} 2010, July 12-15, 2010, Las Vegas, Nevada,
{USA}},
pages = {199--204},
publisher = {{CSREA} Press},
year = {2010},
timestamp = {Wed, 08 Dec 2010 08:03:41 +0100},
biburl = {https://dblp.org/rec/conf/fcs/GuoZL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/qest/BakhshiEEFH10,
author = {Rena Bakhshi and
J{\"{o}}rg Endrullis and
Stefan Endrullis and
Wan J. Fokkink and
Boudewijn R. Haverkort},
title = {Automating the Mean-Field Method for Large Dynamic Gossip Networks},
booktitle = {{QEST} 2010, Seventh International Conference on the Quantitative
Evaluation of Systems, Williamsburg, Virginia, USA, 15-18 September
2010},
pages = {241--250},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/QEST.2010.38},
doi = {10.1109/QEST.2010.38},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/qest/BakhshiEEFH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1011-3710,
author = {James P. Gleeson and
Sergey Melnik and
Jonathan A. Ward and
Mason A. Porter and
Peter J. Mucha},
title = {How Accurate is Mean-Field Theory for Dynamics on Real-World Networks?},
journal = {CoRR},
volume = {abs/1011.3710},
year = {2010},
url = {http://arxiv.org/abs/1011.3710},
eprinttype = {arXiv},
eprint = {1011.3710},
timestamp = {Sun, 25 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1011-3710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/FaugerasTC09,
author = {Olivier D. Faugeras and
Jonathan Touboul and
Bruno Cessac},
title = {A constructive mean-field analysis of multi population neural networks
with random synaptic weights and stochastic inputs},
journal = {Frontiers Comput. Neurosci.},
volume = {3},
pages = {1},
year = {2009},
url = {https://doi.org/10.3389/neuro.10.001.2009},
doi = {10.3389/NEURO.10.001.2009},
timestamp = {Sat, 23 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ficn/FaugerasTC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/teletraffic/Norros09,
author = {Ilkka Norros},
title = {A mean-field approach to some Internet-like random networks},
booktitle = {21st International Teletraffic Congress, {ITC} 2009, Paris, France,
September 15-17, 2009},
pages = {1--8},
publisher = {{IEEE}},
year = {2009},
url = {https://ieeexplore.ieee.org/document/5300239/},
timestamp = {Sat, 12 Nov 2022 12:58:30 +0100},
biburl = {https://dblp.org/rec/conf/teletraffic/Norros09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CohnEFK09,
author = {Ido Cohn and
Tal El{-}Hay and
Nir Friedman and
Raz Kupferman},
editor = {Jeff A. Bilmes and
Andrew Y. Ng},
title = {Mean Field Variational Approximation for Continuous-Time Bayesian
Networks},
booktitle = {{UAI} 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty
in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009},
pages = {91--100},
publisher = {{AUAI} Press},
year = {2009},
url = {https://www.auai.org/uai2009/papers/UAI2009\_0134\_c9c16e478d8e82ecc3848c5dc76b4925.pdf},
timestamp = {Tue, 25 Oct 2022 12:03:45 +0200},
biburl = {https://dblp.org/rec/conf/uai/CohnEFK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/BenderskayaZ08,
author = {Elena N. Benderskaya and
Sofya V. Zhukova},
editor = {Emilio Corchado and
Ajith Abraham and
Witold Pedrycz},
title = {Clustering by Chaotic Neural Networks with Mean Field Calculated Via
Delaunay Triangulation},
booktitle = {Hybrid Artificial Intelligence Systems, Third International Workshop,
{HAIS} 2008, Burgos, Spain, September 24-26, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5271},
pages = {408--416},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87656-4\_51},
doi = {10.1007/978-3-540-87656-4\_51},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/hais/BenderskayaZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcomm/LelargeB08,
author = {Marc Lelarge and
Jean Bolot},
editor = {Joan Feigenbaum and
Yang Richard Yang},
title = {A local mean field analysis of security investments in networks},
booktitle = {Proceedings of the {ACM} {SIGCOMM} 2008 Workshop on Economics of Networked
Systems, NetEcon 2008, Seattle, WA, USA, August 22, 2008},
pages = {25--30},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1403027.1403034},
doi = {10.1145/1403027.1403034},
timestamp = {Thu, 27 Jan 2022 17:25:25 +0100},
biburl = {https://dblp.org/rec/conf/sigcomm/LelargeB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0803-3455,
author = {Marc Lelarge and
Jean Bolot},
title = {A Local Mean Field Analysis of Security Investments in Networks},
journal = {CoRR},
volume = {abs/0803.3455},
year = {2008},
url = {http://arxiv.org/abs/0803.3455},
eprinttype = {arXiv},
eprint = {0803.3455},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0803-3455.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/teletraffic/BordenaveMP07,
author = {Charles Bordenave and
David D. McDonald and
Alexandre Prouti{\`{e}}re},
editor = {Lorne Mason and
Tadeusz Drwiega and
James Yan},
title = {Random Multi-access Algorithms in Networks with Partial Interaction:
{A} Mean Field Analysis},
booktitle = {Managing Traffic Performance in Converged Networks, 20th International
Teletraffic Congress, {ITC20} 2007, Ottawa, Canada, June 17-21, 2007,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4516},
pages = {779--790},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72990-7\_68},
doi = {10.1007/978-3-540-72990-7\_68},
timestamp = {Sat, 12 Nov 2022 12:58:31 +0100},
biburl = {https://dblp.org/rec/conf/teletraffic/BordenaveMP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/valuetools/Proutiere07,
author = {Alexandre Prouti{\`{e}}re},
editor = {Peter W. Glynn},
title = {Random multi-access protocols in networks with partial interaction
and non-saturated nodes: a mean field approach},
booktitle = {Proceedings of the 2nd International Conference on Performance Evaluation
Methodolgies and Tools, {VALUETOOLS} 2007, Nantes, France, October
22-27, 2007},
series = {{ACM} International Conference Proceeding Series},
pages = {67},
publisher = {{ICST/ACM}},
year = {2007},
url = {https://doi.org/10.4108/inter-perf.2007.4},
doi = {10.4108/INTER-PERF.2007.4},
timestamp = {Tue, 27 Nov 2018 10:40:37 +0100},
biburl = {https://dblp.org/rec/conf/valuetools/Proutiere07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isipta/IdeC05,
author = {Jaime Shinsuke Ide and
F{\'{a}}bio Gagliardi Cozman},
editor = {F{\'{a}}bio Gagliardi Cozman and
Robert Nau and
Teddy Seidenfeld},
title = {Approximate Inference in Credal Networks by Variational Mean Field
Methods},
booktitle = {{ISIPTA} '05, Proceedings of the Fourth International Symposium on
Imprecise Probabilities and Their Applications, Carnegie Mellon University,
Pittsburgh, PA, USA, July 20-23 2005},
pages = {203--212},
publisher = {{SIPTA}},
year = {2005},
timestamp = {Fri, 06 Mar 2015 14:11:06 +0100},
biburl = {https://dblp.org/rec/conf/isipta/IdeC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/CurtiMCA04,
author = {Emanuele Curti and
Gianluigi Mongillo and
Giancarlo La Camera and
Daniel J. Amit},
title = {Mean Field and Capacity in Realistic Networks of Spiking Neurons Storing
Sparsely Coded Random Memories},
journal = {Neural Comput.},
volume = {16},
number = {12},
pages = {2597--2637},
year = {2004},
url = {https://doi.org/10.1162/0899766042321805},
doi = {10.1162/0899766042321805},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/CurtiMCA04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icoin/ChenHL04,
author = {Maoke Chen and
Tao He and
Xing Li},
editor = {Hyun{-}Kook Kahng},
title = {A Mean-Field Theory of Cellular Automata Model for Distributed Packet
Networks},
booktitle = {Information Networking, Networking Technologies for Broadband and
Mobile Networks, International Conference {ICOIN} 2004, Busan, Korea,
February 18-20, 2004, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3090},
pages = {773--783},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-25978-7\_77},
doi = {10.1007/978-3-540-25978-7\_77},
timestamp = {Sun, 12 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icoin/ChenHL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/BofillGT03,
author = {Pau Bofill and
Roger Guimer{\`{a}} and
Carme Torras},
title = {Comparison of simulated annealing and mean field annealing as applied
to the generation of block designs},
journal = {Neural Networks},
volume = {16},
number = {10},
pages = {1421--1428},
year = {2003},
url = {https://doi.org/10.1016/j.neunet.2003.07.003},
doi = {10.1016/J.NEUNET.2003.07.003},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/BofillGT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmetrics/Marbukh03,
author = {Vladimir Marbukh},
title = {Towards mean field theory of wireless networks},
journal = {{SIGMETRICS} Perform. Evaluation Rev.},
volume = {31},
number = {2},
pages = {17--19},
year = {2003},
url = {https://doi.org/10.1145/959143.959154},
doi = {10.1145/959143.959154},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigmetrics/Marbukh03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nn/HertzLA03,
author = {John Hertz and
Alexander Lerchner and
Mandana Ahmadi},
editor = {P{\'{e}}ter {\'{E}}rdi and
Anna Esposito and
Maria Marinaro and
Silvia Scarpetta},
title = {Mean Field Methods for Cortical Network Dynamics},
booktitle = {Computational Neuroscience: Cortical Dynamics, 8th International Summer
School on Neural Nets, Erice, Italy, October 31-November 6, 2003,
Revised Lectures},
series = {Lecture Notes in Computer Science},
volume = {3146},
pages = {71--89},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-27862-7\_4},
doi = {10.1007/978-3-540-27862-7\_4},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/nn/HertzLA03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/BhattacharyyaK01,
author = {Chiranjib Bhattacharyya and
S. Sathiya Keerthi},
title = {Mean Field Methods for a Special Class of Belief Networks},
journal = {J. Artif. Intell. Res.},
volume = {15},
pages = {91--114},
year = {2001},
url = {https://doi.org/10.1613/jair.734},
doi = {10.1613/JAIR.734},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/BhattacharyyaK01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/DauceMPS01,
author = {Emmanuel Dauc{\'{e}} and
Olivier Moynot and
Olivier Pinaud and
Manuel Samuelides},
title = {Mean-field Theory and Synchronization in Random Recurrent Neural Networks},
journal = {Neural Process. Lett.},
volume = {14},
number = {2},
pages = {115--126},
year = {2001},
url = {https://doi.org/10.1023/A:1012435207437},
doi = {10.1023/A:1012435207437},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/DauceMPS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/HumphreysT00,
author = {Keith Humphreys and
D. M. Titterington},
title = {Improving the Mean-Field Approximation in Belief Networks Using Bahadur's
Reparameterisation of the Multivariate Binary Distribution},
journal = {Neural Process. Lett.},
volume = {12},
number = {2},
pages = {183--197},
year = {2000},
url = {https://doi.org/10.1023/A:1009617914949},
doi = {10.1023/A:1009617914949},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/HumphreysT00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/PengJ00,
author = {Yun Peng and
Miao Jin},
title = {A Mean Field Approach to {MAP} in Belief Networks},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 5},
pages = {652},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.861543},
doi = {10.1109/IJCNN.2000.861543},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/PengJ00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BhattacharyyaK00,
author = {Chiranjib Bhattacharyya and
S. Sathiya Keerthi},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {A Variational Mean-Field Theory for Sigmoidal Belief Networks},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {374--380},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/e74c0d42b4433905293aab661fcf8ddb-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BhattacharyyaK00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Tanaka99,
author = {Toshiyuki Tanaka},
title = {Exploration of mean-field approximation for feedforward networks},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {506--509},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.831548},
doi = {10.1109/IJCNN.1999.831548},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Tanaka99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Wang98,
author = {Lipo Wang},
title = {Effects of noise in training patterns on the memory capacity of the
fully connected binary Hopfield neural network: mean-field theory
and simulations},
journal = {{IEEE} Trans. Neural Networks},
volume = {9},
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pages = {697--704},
year = {1998},
url = {https://doi.org/10.1109/72.701182},
doi = {10.1109/72.701182},
timestamp = {Mon, 11 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/Wang98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangA98,
author = {Gangsheng Wang and
Nirwan Ansari},
title = {Searching for optimal frame patterns in an integrated {TDMA} communication
system using mean field annealing},
journal = {{IEEE} Trans. Neural Networks},
volume = {9},
number = {6},
pages = {1292--1300},
year = {1998},
url = {https://doi.org/10.1109/72.728379},
doi = {10.1109/72.728379},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/WangA98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Lawrence K. Saul and
Michael I. Jordan},
editor = {Michael I. Jordan},
title = {A Mean Field Learning Algorithm for Unsupervised Neural Networks},
booktitle = {Learning in Graphical Models},
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volume = {89},
pages = {541--554},
publisher = {Springer Netherlands},
year = {1998},
url = {https://doi.org/10.1007/978-94-011-5014-9\_20},
doi = {10.1007/978-94-011-5014-9\_20},
timestamp = {Thu, 01 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/12/SaulJ98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsac/WangA97,
author = {Gangsheng Wang and
Nirwan Ansari},
title = {Optimal Broadcast Scheduling in Packet Radio Networks Using Mean Field
Annealing},
journal = {{IEEE} J. Sel. Areas Commun.},
volume = {15},
number = {2},
pages = {250--260},
year = {1997},
url = {https://doi.org/10.1109/49.552074},
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timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsac/WangA97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/nn/OhlssonP97,
author = {Mattias Ohlsson and
Hong Pi},
title = {A Study of the Mean Field Approach to Knapsack Problems},
journal = {Neural Networks},
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pages = {263--271},
year = {1997},
url = {https://doi.org/10.1016/S0893-6080(97)89067-3},
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biburl = {https://dblp.org/rec/journals/nn/OhlssonP97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/jair/SaulJJ96,
author = {Lawrence K. Saul and
Tommi S. Jaakkola and
Michael I. Jordan},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/nn/KuritaF96,
author = {Naoki Kurita and
Ken{-}ichi Funahashi},
title = {On the Hopfield Neural Networks and Mean Field Theory},
journal = {Neural Networks},
volume = {9},
number = {9},
pages = {1531--1540},
year = {1996},
url = {https://doi.org/10.1016/0893-6080(95)00129-8},
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biburl = {https://dblp.org/rec/journals/nn/KuritaF96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/nips/OpperW96,
author = {Manfred Opper and
Ole Winther},
editor = {Michael Mozer and
Michael I. Jordan and
Thomas Petsche},
title = {A Mean Field Algorithm for Bayes Learning in Large Feed-forward Neural
Networks},
booktitle = {Advances in Neural Information Processing Systems 9, NIPS, Denver,
CO, USA, December 2-5, 1996},
pages = {225--231},
publisher = {{MIT} Press},
year = {1996},
url = {http://papers.nips.cc/paper/1268-a-mean-field-algorithm-for-bayes-learning-in-large-feed-forward-neural-networks},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/OpperW96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cs-AI-9603102,
author = {Lawrence K. Saul and
Tommi S. Jaakkola and
Michael I. Jordan},
title = {Mean Field Theory for Sigmoid Belief Networks},
journal = {CoRR},
volume = {cs.AI/9603102},
year = {1996},
url = {https://arxiv.org/abs/cs/9603102},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/cs-AI-9603102.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/AnsariHY95,
author = {Nirwan Ansari and
Edwin S. H. Hou and
Youyi Yu},
title = {A new method to optimize the satellite broadcasting schedules using
the mean field annealing of a Hopfield neural network},
journal = {{IEEE} Trans. Neural Networks},
volume = {6},
number = {2},
pages = {470--483},
year = {1995},
url = {https://doi.org/10.1109/72.363481},
doi = {10.1109/72.363481},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/AnsariHY95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/Burkitt95,
author = {Anthony N. Burkitt},
title = {Study of analogue neural networks that obey Dale's law using mean-field
theory},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'95),
Perth, WA, Australia, November 27 - December 1, 1995},
pages = {2583--2586},
publisher = {{IEEE}},
year = {1995},
url = {https://doi.org/10.1109/ICNN.1995.487815},
doi = {10.1109/ICNN.1995.487815},
timestamp = {Thu, 29 Aug 2019 08:54:05 +0200},
biburl = {https://dblp.org/rec/conf/icnn/Burkitt95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZerubiaC93,
author = {Josiane Zerubia and
Rama Chellappa},
title = {Mean field annealing using compound Gauss-Markov random fields for
edge detection and image estimation},
journal = {{IEEE} Trans. Neural Networks},
volume = {4},
number = {4},
pages = {703--709},
year = {1993},
url = {https://doi.org/10.1109/72.238324},
doi = {10.1109/72.238324},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZerubiaC93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/HellstromK92,
author = {Benjamin J. Hellstrom and
Laveen N. Kanal},
title = {Asymmetric mean-field neural networks for multiprocessor scheduling},
journal = {Neural Networks},
volume = {5},
number = {4},
pages = {671--686},
year = {1992},
url = {https://doi.org/10.1016/S0893-6080(05)80044-9},
doi = {10.1016/S0893-6080(05)80044-9},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/HellstromK92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/BilbroSGG92,
author = {Griff L. Bilbro and
Wesley E. Snyder and
Stephen J. Garnier and
James W. Gault},
title = {Mean field annealing: a formalism for constructing GNC-like algorithms},
journal = {{IEEE} Trans. Neural Networks},
volume = {3},
number = {1},
pages = {131--138},
year = {1992},
url = {https://doi.org/10.1109/72.105426},
doi = {10.1109/72.105426},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/BilbroSGG92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ACMse/DevetsikiotisT92,
author = {Michael Devetsikiotis and
J. Keith Townsend},
editor = {Mladen A. Vouk and
Douglas S. Reeves and
Cherri M. Pancake},
title = {Optimization of importance sampling parameters for the efficient simulation
of communication networks and {ATM} switches using mean field annealing},
booktitle = {Proceedings of the 30th Annual Southeast Regional Conference, 1992,
Raleigh, North Carolina, USA, April 8-10, 1992},
pages = {100--107},
publisher = {{ACM}},
year = {1992},
url = {https://doi.org/10.1145/503720.503757},
doi = {10.1145/503720.503757},
timestamp = {Fri, 12 Mar 2021 15:27:48 +0100},
biburl = {https://dblp.org/rec/conf/ACMse/DevetsikiotisT92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/PetersonH89,
author = {Carsten Peterson and
Eric Hartman},
title = {Explorations of the mean field theory learning algorithm},
journal = {Neural Networks},
volume = {2},
number = {6},
pages = {475--494},
year = {1989},
url = {https://doi.org/10.1016/0893-6080(89)90045-2},
doi = {10.1016/0893-6080(89)90045-2},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/PetersonH89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsys/PetersonA87,
author = {Carsten Peterson and
James R. Anderson},
title = {A Mean Field Theory Learning Algorithm for Neural Networks},
journal = {Complex Syst.},
volume = {1},
number = {5},
year = {1987},
url = {http://www.complex-systems.com/abstracts/v01\_i05\_a06.html},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsys/PetersonA87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Scofield87,
author = {Christopher L. Scofield},
editor = {Dana Z. Anderson},
title = {A Mean Field Theory of Layer {IV} of Visual Cortex and Its Application
to Artificial Neural Networks},
booktitle = {Neural Information Processing Systems, Denver, Colorado, USA, 1987},
pages = {683--692},
publisher = {American Institue of Physics},
year = {1987},
url = {http://papers.nips.cc/paper/10-a-mean-field-theory-of-layer-iv-of-visual-cortex-and-its-application-to-artificial-neural-networks},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Scofield87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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