Mihai Cucuringu

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Gesine ReinertProfessor of Statistics, University of Oxford Verified email at stats.ox.ac.uk
Hemant TyagiResearcher, Inria Lille - Nord EuropeVerified email at inria.fr
Chao ZHANG (张超)University of OxfordVerified email at stats.ox.ac.uk
Amit SingerPrinceton UniversityVerified email at math.princeton.edu
Andrew ElliottLecturer, Department of Maths and Statistics, University of GlasgowVerified email at turing.ac.uk
Yixuan HeUniversity of OxfordVerified email at stats.ox.ac.uk
Rama CONTUniversity of Oxford. 牛津大学数学系 دانشگاه آکسفورد ՕքսֆորդVerified email at math.cnrs.fr
Marya BazziThe University of WarwickVerified email at warwick.ac.uk
Mason PorterUCLAVerified email at math.ucla.edu
Sang Hoon LeeAssociate Professor, Department of Physics, Gyeongsang National UniversityVerified email at gnu.ac.kr
Puck RombachUniversity of VermontVerified email at uvm.edu
Andrea PizzoferratoUniversity of Bath & The Alan Turing InstituteVerified email at bath.ac.uk
Xiaowen DongUniversity of Oxford, Massachusetts Institute of TechnologyVerified email at robots.ox.ac.uk
sanjay chawlaQatar Computing Research Institute, HBKUVerified email at sydney.edu.au
Ioannis KoutisNew Jersey Institute of TechnologyVerified email at njit.edu
Richard PengUniversity of WaterlooVerified email at uwaterloo.ca
Gary L. MillerCarnegie Mellon UniversityVerified email at cs.cmu.edu
Yaron LipmanWeizmann Institute, Meta AIVerified email at weizmann.ac.il
Luca ZanettiUniversity of BathVerified email at bath.ac.uk
Alexandre d'AspremontCNRS & Ecole Normale Supérieure, ParisVerified email at di.ens.fr

Mihai Cucuringu

Department of Statistics and Mathematical Institute, University of Oxford; The Alan Turing Institute

Verified email at stats.ox.ac.uk - Homepage

Machine Learning in Finance Data Science Networks Applied Statistics Applied Mathematics


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Sensor network localization by eigenvector synchronization over the Euclidean group M Cucuringu, Y Lipman, A Singer ACM Transactions on Sensor Networks (TOSN) 8 (3), 19, 2012	141	2012
Uniqueness of low-rank matrix completion by rigidity theory A Singer, M Cucuringu SIAM Journal on Matrix Analysis and Applications 31 (4), 1621-1641, 2010	136	2010
Detection of Core-Periphery Structure in Networks Using Spectral Methods and Geodesic Paths M Cucuringu, MP Rombach, SH Lee, MA Porter European Journal of Applied Mathematics, Vol. 27, No. 6: 846-887 (2016), 2016	85	2016
Eigenvector synchronization, graph rigidity and the molecule problem M Cucuringu, A Singer, D Cowburn Information and Inference: A Journal of the IMA 1 (1), 21-67, 2012	79	2012
Sync-Rank: Robust ranking, constrained ranking and rank aggregation via eigenvector and SDP synchronization M Cucuringu IEEE Transactions on Network Science and Engineering 3 (1), 58-79, 2016	68	2016
Anomaly Detection in Networks with Application to Financial Transaction Networks A Elliott, M Cucuringu, MM Luaces, P Reidy, G Reinert arXiv preprint arXiv:1901.00402, 2019	63*	2019
Simple and Scalable Constrained Clustering: A Generalized Spectral Method RP M. Cucuringu, I. Koutis, S. Chawla, G. Miller AISTATS 2016 (Artificial Intelligence and Statistics Conference), 2016	63*	2016
Density-based and transport-based core-periphery structures in networks SH Lee, M Cucuringu, MA Porter Physical Review E 89 (3), 032810, 2014	52	2014
SPONGE: A generalized eigenproblem for clustering signed networks M Cucuringu, P Davies, A Glielmo, H Tyagi AISTATS 2019, 2019	49	2019
Hermitian matrices for clustering directed graphs: insights and applications M Cucuringu, H Li, H Sun, L Zanetti International Conference on Artificial Intelligence and Statistics, 983-992, 2020	43	2020
Synchronization over Z_2 and community detection in signed multiplex networks with constraints M Cucuringu Journal of Complex Networks 3 (3), 469-506, 2015	35	2015
Modeling outcomes of soccer matches A Tsokos, S Narayanan, I Kosmidis, G Baio, M Cucuringu, G Whitaker, ... Machine Learning 108, 77-95, 2019	29	2019
Equity2vec: End-to-end deep learning framework for cross-sectional asset pricing Q Wu, CG Brinton, Z Zhang, A Pizzoferrato, Z Liu, M Cucuringu International Conference on AI in Finance (ICAIF 2021), 2019	27*	2019
Extracting spatial information from networks with low-order eigenvectors M Cucuringu, VD Blondel, P Van Dooren Physical Review E 87 (3), 032803, 2013	26	2013
Localization on low-order eigenvectors of data matrices M Cucuringu, MW Mahoney arXiv preprint arXiv:1109.1355, 2011	26	2011
Core–periphery structure in directed networks A Elliott, A Chiu, M Bazzi, G Reinert, M Cucuringu Proceedings of the Royal Society A 476 (2241), 20190783, 2020	25	2020
On denoising modulo 1 samples of a function M Cucuringu, H Tyagi AISTATS 2018 84, 1868-1876, 2017	23	2017
Mining the UK Web Archive for Semantic Change Detection A Tsakalidis, M Bazzi, M Cucuringu, P Basile, B McGillivray Proceedings of the International Conference on Recent Advances in Natural …, 2019	21	2019
An MBO scheme for clustering and semi-supervised clustering of signed networks M Cucuringu, A Pizzoferrato, Y van Gennip Communications in Mathematical Sciences (to appear), 2019	20	2019
Ranking and synchronization from pairwise measurements via SVD A d'Aspremont, M Cucuringu, H Tyagi The Journal of Machine Learning Research 22 (1), 866-928, 2021	19	2021

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