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ORCIDBibTeX records: Mihai Cucuringu
@article{DBLP:journals/ml/SulemKCD24,
author = {D{\'{e}}borah Sulem and
Henry Kenlay and
Mihai Cucuringu and
Xiaowen Dong},
title = {Graph similarity learning for change-point detection in dynamic networks},
journal = {Mach. Learn.},
volume = {113},
number = {1},
pages = {1--44},
year = {2024},
url = {https://doi.org/10.1007/s10994-023-06405-x},
doi = {10.1007/S10994-023-06405-X},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SulemKCD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/CrookCHSTZ24,
author = {Oliver M. Crook and
Mihai Cucuringu and
Tim Hurst and
Carola{-}Bibiane Sch{\"{o}}nlieb and
Matthew Thorpe and
Konstantinos C. Zygalakis},
title = {A linear transportation Lp distance for pattern recognition},
journal = {Pattern Recognit.},
volume = {147},
pages = {110080},
year = {2024},
url = {https://doi.org/10.1016/j.patcog.2023.110080},
doi = {10.1016/J.PATCOG.2023.110080},
timestamp = {Sat, 20 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/CrookCHSTZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01614,
author = {Ruikang Ouyang and
Andrew Elliott and
Stratis Limnios and
Mihai Cucuringu and
Gesine Reinert},
title = {{L2G2G:} a Scalable Local-to-Global Network Embedding with Graph Autoencoders},
journal = {CoRR},
volume = {abs/2402.01614},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01614},
doi = {10.48550/ARXIV.2402.01614},
eprinttype = {arXiv},
eprint = {2402.01614},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01614.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-19516,
author = {Mihai Cucuringu and
Xiaowen Dong and
Ning Zhang},
title = {Maximum Likelihood Estimation on Stochastic Blockmodels for Directed
Graph Clustering},
journal = {CoRR},
volume = {abs/2403.19516},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.19516},
doi = {10.48550/ARXIV.2403.19516},
eprinttype = {arXiv},
eprint = {2403.19516},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-19516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compnet/MantziouCMR23,
author = {Anastasia Mantziou and
Mihai Cucuringu and
Victor Meirinhos and
Gesine Reinert},
title = {The GNAR-edge model: a network autoregressive model for networks with
time-varying edge weights},
journal = {J. Complex Networks},
volume = {11},
number = {6},
year = {2023},
url = {https://doi.org/10.1093/comnet/cnad039},
doi = {10.1093/COMNET/CNAD039},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/compnet/MantziouCMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/JeubCDBC23,
author = {Lucas G. S. Jeub and
Giovanni Colavizza and
Xiaowen Dong and
Marya Bazzi and
Mihai Cucuringu},
title = {Local2Global: a distributed approach for scaling representation learning
on graphs},
journal = {Mach. Learn.},
volume = {112},
number = {5},
pages = {1663--1692},
year = {2023},
url = {https://doi.org/10.1007/s10994-022-06285-7},
doi = {10.1007/S10994-022-06285-7},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/JeubCDBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0008LLLC23,
author = {Qiong Wu and
Jian Li and
Zhenming Liu and
Yanhua Li and
Mihai Cucuringu},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Symphony in the Latent Space: Provably Integrating High-Dimensional
Techniques with Non-linear Machine Learning Models},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {10361--10369},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i9.26233},
doi = {10.1609/AAAI.V37I9.26233},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0008LLLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/OuyangELCR23,
author = {Ruikang Ouyang and
Andrew Elliott and
Stratis Limnios and
Mihai Cucuringu and
Gesine Reinert},
editor = {Hocine Cherifi and
Luis M. Rocha and
Chantal Cherifi and
Murat Donduran},
title = {{L2G2G:} {A} Scalable Local-to-Global Network Embedding with Graph
Autoencoders},
booktitle = {Complex Networks {\&} Their Applications {XII} - Proceedings of
The Twelfth International Conference on Complex Networks and their
Applications: {COMPLEX} {NETWORKS} 2023, Menton, France, 28-30 November,
2023, Volume 1},
series = {Studies in Computational Intelligence},
volume = {1141},
pages = {400--412},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53468-3\_34},
doi = {10.1007/978-3-031-53468-3\_34},
timestamp = {Mon, 15 Apr 2024 14:47:50 +0200},
biburl = {https://dblp.org/rec/conf/complexnetworks/OuyangELCR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/TurnerC23,
author = {Edward Turner and
Mihai Cucuringu},
title = {Graph Denoising Networks: {A} Deep Learning Framework for Equity Portfolio
Construction},
booktitle = {4th {ACM} International Conference on {AI} in Finance, {ICAIF} 2023,
Brooklyn, NY, USA, November 27-29, 2023},
pages = {193--201},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604237.3626903},
doi = {10.1145/3604237.3626903},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaif/TurnerC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/DjangaCZ23,
author = {Emmanuel Djanga and
Mihai Cucuringu and
Chao Zhang},
title = {Cryptocurrency volatility forecasting using commonality in intraday
volatility},
booktitle = {4th {ACM} International Conference on {AI} in Finance, {ICAIF} 2023,
Brooklyn, NY, USA, November 27-29, 2023},
pages = {436--444},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604237.3626912},
doi = {10.1145/3604237.3626912},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaif/DjangaCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/ZhangCSZ23,
author = {Yichi Zhang and
Mihai Cucuringu and
Alexander Y. Shestopaloff and
Stefan Zohren},
title = {Dynamic Time Warping for Lead-Lag Relationship Detection in Lagged
Multi-Factor Models},
booktitle = {4th {ACM} International Conference on {AI} in Finance, {ICAIF} 2023,
Brooklyn, NY, USA, November 27-29, 2023},
pages = {454--462},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604237.3626904},
doi = {10.1145/3604237.3626904},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaif/ZhangCSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/ShiCC23,
author = {Danni Shi and
Jan{-}Peter Calliess and
Mihai Cucuringu},
title = {Multireference Alignment for Lead-Lag Detection in Multivariate Time
Series and Equity Trading},
booktitle = {4th {ACM} International Conference on {AI} in Finance, {ICAIF} 2023,
Brooklyn, NY, USA, November 27-29, 2023},
pages = {507--515},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604237.3626879},
doi = {10.1145/3604237.3626879},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaif/ShiCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/JinCC23,
author = {Qi Jin and
Mihai Cucuringu and
{\'{A}}lvaro Cartea},
title = {Correlation Matrix Clustering for Statistical Arbitrage Portfolios},
booktitle = {4th {ACM} International Conference on {AI} in Finance, {ICAIF} 2023,
Brooklyn, NY, USA, November 27-29, 2023},
pages = {557--564},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604237.3626894},
doi = {10.1145/3604237.3626894},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaif/JinCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/SitaruCC23,
author = {Bogdan Sitaru and
Anisoara Calinescu and
Mihai Cucuringu},
title = {Order Flow Decomposition for Price Impact Analysis in Equity Limit
Order Books},
booktitle = {4th {ACM} International Conference on {AI} in Finance, {ICAIF} 2023,
Brooklyn, NY, USA, November 27-29, 2023},
pages = {637--645},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604237.3626874},
doi = {10.1145/3604237.3626874},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaif/SitaruCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-03877,
author = {Nikolas Michael and
Mihai Cucuringu and
Sam Howison},
title = {{OFTER:} An Online Pipeline for Time Series Forecasting},
journal = {CoRR},
volume = {abs/2304.03877},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.03877},
doi = {10.48550/ARXIV.2304.03877},
eprinttype = {arXiv},
eprint = {2304.03877},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-03877.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06704,
author = {Yichi Zhang and
Mihai Cucuringu and
Alexander Y. Shestopaloff and
Stefan Zohren},
title = {Robust Detection of Lead-Lag Relationships in Lagged Multi-Factor
Models},
journal = {CoRR},
volume = {abs/2305.06704},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.06704},
doi = {10.48550/ARXIV.2305.06704},
eprinttype = {arXiv},
eprint = {2305.06704},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-06704.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-16827,
author = {Stratis Limnios and
Praveen Selvaraj and
Mihai Cucuringu and
Carsten Maple and
Gesine Reinert and
Andrew Elliott},
title = {SaGess: Sampling Graph Denoising Diffusion Model for Scalable Graph
Generation},
journal = {CoRR},
volume = {abs/2306.16827},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.16827},
doi = {10.48550/ARXIV.2306.16827},
eprinttype = {arXiv},
eprint = {2306.16827},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-16827.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-01419,
author = {Chao Zhang and
Xingyue Pu and
Mihai Cucuringu and
Xiaowen Dong},
title = {Graph Neural Networks for Forecasting Multivariate Realized Volatility
with Spillover Effects},
journal = {CoRR},
volume = {abs/2308.01419},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.01419},
doi = {10.48550/ARXIV.2308.01419},
eprinttype = {arXiv},
eprint = {2308.01419},
timestamp = {Thu, 24 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-01419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05842,
author = {Yixuan He and
Gesine Reinert and
David Wipf and
Mihai Cucuringu},
title = {Robust Angular Synchronization via Directed Graph Neural Networks},
journal = {CoRR},
volume = {abs/2310.05842},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05842},
doi = {10.48550/ARXIV.2310.05842},
eprinttype = {arXiv},
eprint = {2310.05842},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BennettCR22,
author = {Stefanos Bennett and
Mihai Cucuringu and
Gesine Reinert},
title = {Lead-lag detection and network clustering for multivariate time series
with an application to the {US} equity market},
journal = {Mach. Learn.},
volume = {111},
number = {12},
pages = {4497--4538},
year = {2022},
url = {https://doi.org/10.1007/s10994-022-06250-4},
doi = {10.1007/S10994-022-06250-4},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BennettCR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/PrenzelCCK22,
author = {Felix Prenzel and
Rama Cont and
Mihai Cucuringu and
Jonathan Kochems},
editor = {Daniele Magazzeni and
Senthil Kumar and
Rahul Savani and
Renyuan Xu and
Carmine Ventre and
Blanka Horvath and
Ruimeng Hu and
Tucker Balch and
Francesca Toni},
title = {Dynamic Calibration of Order Flow Models with Generative Adversarial
Networks},
booktitle = {3rd {ACM} International Conference on {AI} in Finance, {ICAIF} 2022,
New York, NY, USA, November 2-4, 2022},
pages = {446--453},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3533271.3561777},
doi = {10.1145/3533271.3561777},
timestamp = {Tue, 25 Oct 2022 16:37:30 +0200},
biburl = {https://dblp.org/rec/conf/icaif/PrenzelCCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HeGWRYC22,
author = {Yixuan He and
Quan Gan and
David Wipf and
Gesine D. Reinert and
Junchi Yan and
Mihai Cucuringu},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed
Graph Neural Networks},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {8581--8612},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/he22b.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/HeGWRYC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/HeRC22,
author = {Yixuan He and
Gesine Reinert and
Mihai Cucuringu},
editor = {Bastian Rieck and
Razvan Pascanu},
title = {{DIGRAC:} Digraph Clustering Based on Flow Imbalance},
booktitle = {Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual
Event},
series = {Proceedings of Machine Learning Research},
volume = {198},
pages = {21},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v198/he22b.html},
timestamp = {Fri, 17 Feb 2023 16:29:10 +0100},
biburl = {https://dblp.org/rec/conf/log/HeRC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/ClarksonCER22,
author = {Jase Clarkson and
Mihai Cucuringu and
Andrew Elliott and
Gesine Reinert},
editor = {Bastian Rieck and
Razvan Pascanu},
title = {{DAMNETS:} {A} Deep Autoregressive Model for Generating Markovian
Network Time Series},
booktitle = {Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual
Event},
series = {Proceedings of Machine Learning Research},
volume = {198},
pages = {23},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v198/clarkson22a.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/log/ClarksonCER22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/HePRC22,
author = {Yixuan He and
Michael Perlmutter and
Gesine Reinert and
Mihai Cucuringu},
editor = {Bastian Rieck and
Razvan Pascanu},
title = {{MSGNN:} {A} Spectral Graph Neural Network Based on a Novel Magnetic
Signed Laplacian},
booktitle = {Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual
Event},
series = {Proceedings of Machine Learning Research},
volume = {198},
pages = {40},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v198/he22c.html},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/log/HePRC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChauCS22,
author = {Siu Lun Chau and
Mihai Cucuringu and
Dino Sejdinovic},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {Spectral Ranking with Covariates},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {70--86},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_5},
doi = {10.1007/978-3-031-26419-1\_5},
timestamp = {Mon, 20 Mar 2023 16:00:27 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ChauCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeRWC22,
author = {Yixuan He and
Gesine Reinert and
Songchao Wang and
Mihai Cucuringu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {{SSSNET:} Semi-Supervised Signed Network Clustering},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {244--252},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.28},
doi = {10.1137/1.9781611977172.28},
timestamp = {Sat, 30 Sep 2023 09:55:58 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HeRWC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-04729,
author = {Lucas G. S. Jeub and
Giovanni Colavizza and
Xiaowen Dong and
Marya Bazzi and
Mihai Cucuringu},
title = {Local2Global: {A} distributed approach for scaling representation
learning on graphs},
journal = {CoRR},
volume = {abs/2201.04729},
year = {2022},
url = {https://arxiv.org/abs/2201.04729},
eprinttype = {arXiv},
eprint = {2201.04729},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-04729.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08283,
author = {Stefanos Bennett and
Mihai Cucuringu and
Gesine Reinert},
title = {Lead-lag detection and network clustering for multivariate time series
with an application to the {US} equity market},
journal = {CoRR},
volume = {abs/2201.08283},
year = {2022},
url = {https://arxiv.org/abs/2201.08283},
eprinttype = {arXiv},
eprint = {2201.08283},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08283.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-00211,
author = {Yixuan He and
Quan Gan and
David Wipf and
Gesine Reinert and
Junchi Yan and
Mihai Cucuringu},
title = {GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed
Graph Neural Networks},
journal = {CoRR},
volume = {abs/2202.00211},
year = {2022},
url = {https://arxiv.org/abs/2202.00211},
eprinttype = {arXiv},
eprint = {2202.00211},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-00211.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10793,
author = {Yixuan He and
Xitong Zhang and
Junjie Huang and
Mihai Cucuringu and
Gesine Reinert},
title = {PyTorch Geometric Signed Directed: {A} Survey and Software on Graph
Neural Networks for Signed and Directed Graphs},
journal = {CoRR},
volume = {abs/2202.10793},
year = {2022},
url = {https://arxiv.org/abs/2202.10793},
eprinttype = {arXiv},
eprint = {2202.10793},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-15009,
author = {Jase Clarkson and
Mihai Cucuringu and
Andrew Elliott and
Gesine Reinert},
title = {{DAMNETS:} {A} Deep Autoregressive Model for Generating Markovian
Network Time Series},
journal = {CoRR},
volume = {abs/2203.15009},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.15009},
doi = {10.48550/ARXIV.2203.15009},
eprinttype = {arXiv},
eprint = {2203.15009},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-15009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-15470,
author = {D{\'{e}}borah Sulem and
Henry Kenlay and
Mihai Cucuringu and
Xiaowen Dong},
title = {Graph similarity learning for change-point detection in dynamic networks},
journal = {CoRR},
volume = {abs/2203.15470},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.15470},
doi = {10.48550/ARXIV.2203.15470},
eprinttype = {arXiv},
eprint = {2203.15470},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-15470.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-00546,
author = {Yixuan He and
Michael Perlmutter and
Gesine Reinert and
Mihai Cucuringu},
title = {{MSGNN:} {A} Spectral Graph Neural Network Based on a Novel Magnetic
Signed Laplacian},
journal = {CoRR},
volume = {abs/2209.00546},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.00546},
doi = {10.48550/ARXIV.2209.00546},
eprinttype = {arXiv},
eprint = {2209.00546},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-00546.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-00852,
author = {Qiong Wu and
Jian Li and
Zhenming Liu and
Yanhua Li and
Mihai Cucuringu},
title = {Symphony in the Latent Space: Provably Integrating High-dimensional
Techniques with Non-linear Machine Learning Models},
journal = {CoRR},
volume = {abs/2212.00852},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.00852},
doi = {10.48550/ARXIV.2212.00852},
eprinttype = {arXiv},
eprint = {2212.00852},
timestamp = {Thu, 08 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-00852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/PangACL21,
author = {Guansong Pang and
Fabrizio Angiulli and
Mihai Cucuringu and
Huan Liu},
title = {Guest Editorial: Non-IID Outlier Detection in Complex Contexts},
journal = {{IEEE} Intell. Syst.},
volume = {36},
number = {3},
pages = {3--4},
year = {2021},
url = {https://doi.org/10.1109/MIS.2021.3072704},
doi = {10.1109/MIS.2021.3072704},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/PangACL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/dAspremontCT21,
author = {Alexandre d'Aspremont and
Mihai Cucuringu and
Hemant Tyagi},
title = {Ranking and synchronization from pairwise measurements via {SVD}},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {19:1--19:63},
year = {2021},
url = {http://jmlr.org/papers/v22/19-542.html},
timestamp = {Wed, 10 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/dAspremontCT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChretienCLN21,
author = {St{\'{e}}phane Chr{\'{e}}tien and
Mihai Cucuringu and
Guillaume Lecu{\'{e}} and
Lucie Neirac},
title = {Learning with semi-definite programming: statistical bounds based
on fixed point analysis and excess risk curvature},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {230:1--230:64},
year = {2021},
url = {http://jmlr.org/papers/v22/21-0021.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/ChretienCLN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CucuringuSST21,
author = {Mihai Cucuringu and
Apoorv Vikram Singh and
D{\'{e}}borah Sulem and
Hemant Tyagi},
title = {Regularized spectral methods for clustering signed networks},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {264:1--264:79},
year = {2021},
url = {http://jmlr.org/papers/v22/20-1289.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/CucuringuSST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaif/WuBZPLC21,
author = {Qiong Wu and
Christopher G. Brinton and
Zheng Zhang and
Andrea Pizzoferrato and
Zhenming Liu and
Mihai Cucuringu},
editor = {Anisoara Calinescu and
Lukasz Szpruch},
title = {Equity2Vec: end-to-end deep learning framework for cross-sectional
asset pricing},
booktitle = {ICAIF'21: 2nd {ACM} International Conference on {AI} in Finance, Virtual
Event, November 3 - 5, 2021},
pages = {44:1--44:9},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3490354.3494409},
doi = {10.1145/3490354.3494409},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icaif/WuBZPLC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05194,
author = {Yixuan He and
Gesine Reinert and
Mihai Cucuringu},
title = {{DIGRAC:} Digraph Clustering with Flow Imbalance},
journal = {CoRR},
volume = {abs/2106.05194},
year = {2021},
url = {https://arxiv.org/abs/2106.05194},
eprinttype = {arXiv},
eprint = {2106.05194},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05194.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-01076,
author = {Adam Tsakalidis and
Pierpaolo Basile and
Marya Bazzi and
Mihai Cucuringu and
Barbara McGillivray},
title = {DUKweb: Diachronic word representations from the {UK} Web Archive
corpus},
journal = {CoRR},
volume = {abs/2107.01076},
year = {2021},
url = {https://arxiv.org/abs/2107.01076},
eprinttype = {arXiv},
eprint = {2107.01076},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-01076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-12224,
author = {Lucas G. S. Jeub and
Giovanni Colavizza and
Xiaowen Dong and
Marya Bazzi and
Mihai Cucuringu},
title = {Local2Global: Scaling global representation learning on graphs via
local training},
journal = {CoRR},
volume = {abs/2107.12224},
year = {2021},
url = {https://arxiv.org/abs/2107.12224},
eprinttype = {arXiv},
eprint = {2107.12224},
timestamp = {Wed, 04 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-12224.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06623,
author = {Yixuan He and
Gesine Reinert and
Songchao Wang and
Mihai Cucuringu},
title = {{SSSNET:} Semi-Supervised Signed Network Clustering},
journal = {CoRR},
volume = {abs/2110.06623},
year = {2021},
url = {https://arxiv.org/abs/2110.06623},
eprinttype = {arXiv},
eprint = {2110.06623},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ans/UnderwoodEC20,
author = {William George Underwood and
Andrew Elliott and
Mihai Cucuringu},
title = {Motif-based spectral clustering of weighted directed networks},
journal = {Appl. Netw. Sci.},
volume = {5},
number = {1},
pages = {62},
year = {2020},
url = {https://doi.org/10.1007/s41109-020-00293-z},
doi = {10.1007/S41109-020-00293-Z},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ans/UnderwoodEC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CucuringuT20,
author = {Mihai Cucuringu and
Hemant Tyagi},
title = {Provably robust estimation of modulo 1 samples of a smooth function
with applications to phase unwrapping},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {32:1--32:77},
year = {2020},
url = {http://jmlr.org/papers/v21/18-143.html},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CucuringuT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CucuringuL0Z20,
author = {Mihai Cucuringu and
Huan Li and
He Sun and
Luca Zanetti},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Hermitian matrices for clustering directed graphs: insights and applications},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {i},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/cucuringu20a.html},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CucuringuL0Z20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-01293,
author = {William George Underwood and
Andrew Elliott and
Mihai Cucuringu},
title = {Motif-Based Spectral Clustering of Weighted Directed Networks},
journal = {CoRR},
volume = {abs/2004.01293},
year = {2020},
url = {https://arxiv.org/abs/2004.01293},
eprinttype = {arXiv},
eprint = {2004.01293},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-01293.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04035,
author = {Siu Lun Chau and
Mihai Cucuringu and
Dino Sejdinovic},
title = {Spectral Ranking with Covariates},
journal = {CoRR},
volume = {abs/2005.04035},
year = {2020},
url = {https://arxiv.org/abs/2005.04035},
eprinttype = {arXiv},
eprint = {2005.04035},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-04035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11262,
author = {Oliver M. Crook and
Mihai Cucuringu and
Tim Hurst and
Carola{-}Bibiane Sch{\"{o}}nlieb and
Matthew Thorpe and
Konstantinos C. Zygalakis},
title = {A Linear Transportation L\({}^{\mbox{p}}\) Distance for Pattern Recognition},
journal = {CoRR},
volume = {abs/2009.11262},
year = {2020},
url = {https://arxiv.org/abs/2009.11262},
eprinttype = {arXiv},
eprint = {2009.11262},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-11262.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-01737,
author = {Mihai Cucuringu and
Apoorv Vikram Singh and
D{\'{e}}borah Sulem and
Hemant Tyagi},
title = {Regularized spectral methods for clustering signed networks},
journal = {CoRR},
volume = {abs/2011.01737},
year = {2020},
url = {https://arxiv.org/abs/2011.01737},
eprinttype = {arXiv},
eprint = {2011.01737},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-01737.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-14932,
author = {Mihai Cucuringu and
Hemant Tyagi},
title = {An extension of the angular synchronization problem to the heterogeneous
setting},
journal = {CoRR},
volume = {abs/2012.14932},
year = {2020},
url = {https://arxiv.org/abs/2012.14932},
eprinttype = {arXiv},
eprint = {2012.14932},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-14932.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TsokosNKBCWK19,
author = {Alkeos Tsokos and
Santhosh Narayanan and
Ioannis Kosmidis and
Gianluca Baio and
Mihai Cucuringu and
Gavin Whitaker and
Franz J. Kir{\'{a}}ly},
title = {Modeling outcomes of soccer matches},
journal = {Mach. Learn.},
volume = {108},
number = {1},
pages = {77--95},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5741-1},
doi = {10.1007/S10994-018-5741-1},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TsokosNKBCWK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/TsokosNKBCWK19a,
author = {Alkeos Tsokos and
Santhosh Narayanan and
Ioannis Kosmidis and
Gianluca Baio and
Mihai Cucuringu and
Gavin Whitaker and
Franz J. Kir{\'{a}}ly},
title = {Correction to: Modeling outcomes of soccer matches},
journal = {Mach. Learn.},
volume = {108},
number = {2},
pages = {377--378},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5757-6},
doi = {10.1007/S10994-018-5757-6},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/TsokosNKBCWK19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CucuringuDGT19,
author = {Mihai Cucuringu and
Peter Davies and
Aldo Glielmo and
Hemant Tyagi},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {{SPONGE:} {A} generalized eigenproblem for clustering signed networks},
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 = {1088--1098},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/cucuringu19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CucuringuDGT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ranlp/TsakalidisBCBM19,
author = {Adam Tsakalidis and
Marya Bazzi and
Mihai Cucuringu and
Pierpaolo Basile and
Barbara McGillivray},
editor = {Ruslan Mitkov and
Galia Angelova},
title = {Mining the {UK} Web Archive for Semantic Change Detection},
booktitle = {Proceedings of the International Conference on Recent Advances in
Natural Language Processing, {RANLP} 2019, Varna, Bulgaria, September
2-4, 2019},
pages = {1212--1221},
publisher = {{INCOMA} Ltd.},
year = {2019},
url = {https://doi.org/10.26615/978-954-452-056-4\_139},
doi = {10.26615/978-954-452-056-4\_139},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ranlp/TsakalidisBCBM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-00402,
author = {Andrew Elliott and
Mihai Cucuringu and
Milton Martinez Luaces and
Paul Reidy and
Gesine Reinert},
title = {Anomaly Detection in Networks with Application to Financial Transaction
Networks},
journal = {CoRR},
volume = {abs/1901.00402},
year = {2019},
url = {http://arxiv.org/abs/1901.00402},
eprinttype = {arXiv},
eprint = {1901.00402},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-00402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-03091,
author = {Mihai Cucuringu and
Andrea Pizzoferrato and
Yves van Gennip},
title = {An {MBO} scheme for clustering and semi-supervised clustering of signed
networks},
journal = {CoRR},
volume = {abs/1901.03091},
year = {2019},
url = {http://arxiv.org/abs/1901.03091},
eprinttype = {arXiv},
eprint = {1901.03091},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-03091.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-08575,
author = {Mihai Cucuringu and
Peter Davies and
Aldo Glielmo and
Hemant Tyagi},
title = {{SPONGE:} {A} generalized eigenproblem for clustering signed networks},
journal = {CoRR},
volume = {abs/1904.08575},
year = {2019},
url = {http://arxiv.org/abs/1904.08575},
eprinttype = {arXiv},
eprint = {1904.08575},
timestamp = {Sat, 27 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-08575.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02746,
author = {Alexandre d'Aspremont and
Mihai Cucuringu and
Hemant Tyagi},
title = {Ranking and synchronization from pairwise measurements via {SVD}},
journal = {CoRR},
volume = {abs/1906.02746},
year = {2019},
url = {http://arxiv.org/abs/1906.02746},
eprinttype = {arXiv},
eprint = {1906.02746},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-02096,
author = {Mihai Cucuringu and
Huan Li and
He Sun and
Luca Zanetti},
title = {Hermitian matrices for clustering directed graphs: insights and applications},
journal = {CoRR},
volume = {abs/1908.02096},
year = {2019},
url = {http://arxiv.org/abs/1908.02096},
eprinttype = {arXiv},
eprint = {1908.02096},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-02096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-04497,
author = {Qiong Wu and
Zheng Zhang and
Andrea Pizzoferrato and
Mihai Cucuringu and
Zhenming Liu},
title = {A Deep Learning Framework for Pricing Financial Instruments},
journal = {CoRR},
volume = {abs/1909.04497},
year = {2019},
url = {http://arxiv.org/abs/1909.04497},
eprinttype = {arXiv},
eprint = {1909.04497},
timestamp = {Mon, 09 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-04497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-00984,
author = {Andrew Elliott and
Angus Chiu and
Marya Bazzi and
Gesine Reinert and
Mihai Cucuringu},
title = {Core-Periphery Structure in Directed Networks},
journal = {CoRR},
volume = {abs/1912.00984},
year = {2019},
url = {http://arxiv.org/abs/1912.00984},
eprinttype = {arXiv},
eprint = {1912.00984},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-00984.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CucuringuT18,
author = {Mihai Cucuringu and
Hemant Tyagi},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {On denoising modulo 1 samples of a function},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {1868--1876},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/cucuringu18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CucuringuT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamsc/CucuringuE17,
author = {Mihai Cucuringu and
Radek Erban},
title = {{ADM-CLE} Approach for Detecting Slow Variables in Continuous Time
Markov Chains and Dynamic Data},
journal = {{SIAM} J. Sci. Comput.},
volume = {39},
number = {1},
year = {2017},
url = {https://doi.org/10.1137/15M1017120},
doi = {10.1137/15M1017120},
timestamp = {Thu, 30 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamsc/CucuringuE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/CucuringuMMR17,
author = {Mihai Cucuringu and
Charles Z. Marshak and
Dillon Montag and
M. Puck Rombach},
editor = {Chantal Cherifi and
Hocine Cherifi and
M{\'{a}}rton Karsai and
Mirco Musolesi},
title = {Rank Aggregation for Course Sequence Discovery},
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 = {139--150},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72150-7\_12},
doi = {10.1007/978-3-319-72150-7\_12},
timestamp = {Sat, 19 Oct 2019 20:11:51 +0200},
biburl = {https://dblp.org/rec/conf/complexnetworks/CucuringuMMR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnse/Cucuringu16,
author = {Mihai Cucuringu},
title = {Sync-Rank: Robust Ranking, Constrained Ranking and Rank Aggregation
via Eigenvector and {SDP} Synchronization},
journal = {{IEEE} Trans. Netw. Sci. Eng.},
volume = {3},
number = {1},
pages = {58--79},
year = {2016},
url = {https://doi.org/10.1109/TNSE.2016.2523761},
doi = {10.1109/TNSE.2016.2523761},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnse/Cucuringu16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/CucuringuKCMP16,
author = {Mihai Cucuringu and
Ioannis Koutis and
Sanjay Chawla and
Gary L. Miller and
Richard Peng},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Simple and Scalable Constrained Clustering: a Generalized Spectral
Method},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {445--454},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/cucuringu16.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/CucuringuKCMP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CucuringuKCMP16,
author = {Mihai Cucuringu and
Ioannis Koutis and
Sanjay Chawla and
Gary L. Miller and
Richard Peng},
title = {Scalable Constrained Clustering: {A} Generalized Spectral Method},
journal = {CoRR},
volume = {abs/1601.04746},
year = {2016},
url = {http://arxiv.org/abs/1601.04746},
eprinttype = {arXiv},
eprint = {1601.04746},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CucuringuKCMP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CucuringuMMR16,
author = {Mihai Cucuringu and
Charlie Z. Marshak and
Dillon Montag and
M. Puck Rombach},
title = {Rank Aggregation for Course Sequence Discovery},
journal = {CoRR},
volume = {abs/1603.02695},
year = {2016},
url = {http://arxiv.org/abs/1603.02695},
eprinttype = {arXiv},
eprint = {1603.02695},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CucuringuMMR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compnet/Cucuringu15,
author = {Mihai Cucuringu},
title = {Synchronization over {Z2} and community detection in signed multiplex
networks with constraints},
journal = {J. Complex Networks},
volume = {3},
number = {3},
pages = {469--506},
year = {2015},
url = {https://doi.org/10.1093/comnet/cnu050},
doi = {10.1093/COMNET/CNU050},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compnet/Cucuringu15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/CucuringuW15,
author = {Mihai Cucuringu and
Joseph Woodworth},
editor = {Deniz Erdogmus and
Murat Ak{\c{c}}akaya and
Suleyman Serdar Kozat and
Jan Larsen},
title = {Ordinal embedding of unweighted kNN graphs via synchronization},
booktitle = {25th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2015, Boston, MA, USA, September 17-20, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/MLSP.2015.7324338},
doi = {10.1109/MLSP.2015.7324338},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/CucuringuW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Cucuringu15,
author = {Mihai Cucuringu},
title = {Sync-Rank: Robust Ranking, Constrained Ranking and Rank Aggregation
via Eigenvector and Semidefinite Programming Synchronization},
journal = {CoRR},
volume = {abs/1504.01070},
year = {2015},
url = {http://arxiv.org/abs/1504.01070},
eprinttype = {arXiv},
eprint = {1504.01070},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Cucuringu15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CucuringuE15,
author = {Mihai Cucuringu and
Radek Erban},
title = {{ADM-CLE} approach for detecting slow variables in continuous time
Markov chains and dynamic data},
journal = {CoRR},
volume = {abs/1504.01786},
year = {2015},
url = {http://arxiv.org/abs/1504.01786},
eprinttype = {arXiv},
eprint = {1504.01786},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CucuringuE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Cucuringu15a,
author = {Mihai Cucuringu},
title = {Synchronization over Z\({}_{\mbox{2}}\) and community detection in
multiplex signed networks with constraints},
journal = {CoRR},
volume = {abs/1504.04061},
year = {2015},
url = {http://arxiv.org/abs/1504.04061},
eprinttype = {arXiv},
eprint = {1504.04061},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Cucuringu15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CucuringuRLP14,
author = {Mihai Cucuringu and
M. Puck Rombach and
Sang Hoon Lee and
Mason A. Porter},
title = {Detection of Core-Periphery Structure in Networks Using Spectral Methods
and Geodesic Paths},
journal = {CoRR},
volume = {abs/1410.6572},
year = {2014},
url = {http://arxiv.org/abs/1410.6572},
eprinttype = {arXiv},
eprint = {1410.6572},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CucuringuRLP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/13/Cucuringu13,
author = {Mihai Cucuringu},
editor = {Antonio Mucherino and
Carlile Lavor and
Leo Liberti and
Nelson Maculan},
title = {{ASAP:} An Eigenvector Synchronization Algorithm for the Graph Realization
Problem},
booktitle = {Distance Geometry: Theory, Methods, and Applications},
pages = {177--195},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-1-4614-5128-0\_10},
doi = {10.1007/978-1-4614-5128-0\_10},
timestamp = {Sat, 19 Oct 2019 19:02:56 +0200},
biburl = {https://dblp.org/rec/books/sp/13/Cucuringu13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeeCP13,
author = {Sang Hoon Lee and
Mihai Cucuringu and
Mason A. Porter},
title = {Density-Based and Transport-Based Core-Periphery Structures in Networks},
journal = {CoRR},
volume = {abs/1310.8387},
year = {2013},
url = {http://arxiv.org/abs/1310.8387},
eprinttype = {arXiv},
eprint = {1310.8387},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeeCP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosn/CucuringuLS12,
author = {Mihai Cucuringu and
Yaron Lipman and
Amit Singer},
title = {Sensor network localization by eigenvector synchronization over the
euclidean group},
journal = {{ACM} Trans. Sens. Networks},
volume = {8},
number = {3},
pages = {19:1--19:42},
year = {2012},
url = {https://doi.org/10.1145/2240092.2240093},
doi = {10.1145/2240092.2240093},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tosn/CucuringuLS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/combinatorics/AllenBBCM11,
author = {Emily Allen and
Francine Blanchet{-}Sadri and
Cameron Byrum and
Mihai Cucuringu and
Robert Mercas},
title = {Counting Bordered Partial Words by Critical Positions},
journal = {Electron. J. Comb.},
volume = {18},
number = {1},
year = {2011},
url = {https://doi.org/10.37236/625},
doi = {10.37236/625},
timestamp = {Fri, 10 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/combinatorics/AllenBBCM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-1355,
author = {Mihai Cucuringu and
Michael W. Mahoney},
title = {Localization on low-order eigenvectors of data matrices},
journal = {CoRR},
volume = {abs/1109.1355},
year = {2011},
url = {http://arxiv.org/abs/1109.1355},
eprinttype = {arXiv},
eprint = {1109.1355},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-1355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-0920,
author = {Mihai Cucuringu and
Vincent D. Blondel and
Paul Van Dooren},
title = {Extracting spatial information from networks with low-order eigenvectors},
journal = {CoRR},
volume = {abs/1111.0920},
year = {2011},
url = {http://arxiv.org/abs/1111.0920},
eprinttype = {arXiv},
eprint = {1111.0920},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1111-0920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-3304,
author = {Mihai Cucuringu and
Amit Singer and
David Cowburn},
title = {Eigenvector Synchronization, Graph Rigidity and the Molecule Problem},
journal = {CoRR},
volume = {abs/1111.3304},
year = {2011},
url = {http://arxiv.org/abs/1111.3304},
eprinttype = {arXiv},
eprint = {1111.3304},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1111-3304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jalc/Blanchet-SadriC10,
author = {Francine Blanchet{-}Sadri and
Mihai Cucuringu},
title = {Counting Primitive Partial Words},
journal = {J. Autom. Lang. Comb.},
volume = {15},
number = {3/4},
pages = {199--227},
year = {2010},
url = {https://doi.org/10.25596/jalc-2010-199},
doi = {10.25596/JALC-2010-199},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jalc/Blanchet-SadriC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siammax/SingerC10,
author = {Amit Singer and
Mihai Cucuringu},
title = {Uniqueness of Low-Rank Matrix Completion by Rigidity Theory},
journal = {{SIAM} J. Matrix Anal. Appl.},
volume = {31},
number = {4},
pages = {1621--1641},
year = {2010},
url = {https://doi.org/10.1137/090750688},
doi = {10.1137/090750688},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siammax/SingerC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0902-3846,
author = {Amit Singer and
Mihai Cucuringu},
title = {Uniqueness of Low-Rank Matrix Completion by Rigidity Theory},
journal = {CoRR},
volume = {abs/0902.3846},
year = {2009},
url = {http://arxiv.org/abs/0902.3846},
eprinttype = {arXiv},
eprint = {0902.3846},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0902-3846.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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