Melanie Schmidt

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Christian SohlerProfessor for Algorithmic Data Analysis, University of ColognePreverjeni e-poštni naslov na uni-koeln.de
Martin GroßRWTH AachenPreverjeni e-poštni naslov na oms.rwth-aachen.de
Daniel R. SchmidtHeinrich-Heine-Universität DüsseldorfPreverjeni e-poštni naslov na uni-bonn.de
Chris SchwiegelshohnAarhus UniversityPreverjeni e-poštni naslov na cs.au.dk
Jan-Philipp KappmeierSenior Software Engineer, TomTomPreverjeni e-poštni naslov na math.tu-berlin.de
Dan FeldmanUniversity of HaifaPreverjeni e-poštni naslov na csail.mit.edu
Heiko RöglinProfessor of Computer Science, University of BonnPreverjeni e-poštni naslov na cs.uni-bonn.de
Hendrik FichtenbergerGoogle ResearchPreverjeni e-poštni naslov na google.com
Martin SkutellaProfessor of Mathematics and Computer Science, TU BerlinPreverjeni e-poštni naslov na tu-berlin.de
Marc Bury (né Gillé)Universität DortmundPreverjeni e-poštni naslov na tu-dortmund.de
Johannes BloemerProfessor for Computer Science, Paderborn UniversityPreverjeni e-poštni naslov na mail.upb.de
Euiwoong LeeUniversity of MichiganPreverjeni e-poštni naslov na umich.edu
Ioana O. BerceaPostdoc, BARC@IT University of CopenhagenPreverjeni e-poštni naslov na cs.umd.edu
samir khullerBarris Professor and Chair of Computer Science, Northwestern UniversityPreverjeni e-poštni naslov na northwestern.edu
Aounon KumarUniversity of Maryland, College ParkPreverjeni e-poštni naslov na umd.edu
José VerschaeAssociate Professor, Pontificia Universidad Católica de ChilePreverjeni e-poštni naslov na uc.cl
Jannik MatuschkeKU LeuvenPreverjeni e-poštni naslov na kuleuven.be
Ioannis PsarrosPostdoctoral Researcher, Athena Research CenterPreverjeni e-poštni naslov na di.uoa.gr
Anne DriemelProfessor, Hausdorff Center for Mathematics, University of BonnPreverjeni e-poštni naslov na informatik.uni-bonn.de
Anup BhattacharyaSchool of Computer Sciences, NISERPreverjeni e-poštni naslov na niser.ac.in

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Melanie Schmidt

Heinrich-Heine-Universität Düsseldorf

Preverjeni e-poštni naslov na hhu.de

Clustering Approximation Algorithms


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
Turning Big data into tiny data: Constant-size coresets for k-means, PCA and projective clustering D Feldman, M Schmidt, C Sohler SODA 2013, 1434-1453, 2013	585*	2013
Fair Coresets and Streaming Algorithms for Fair k-means M Schmidt, C Schwiegelshohn, C Sohler International Workshop on Approximation and Online Algorithms, 232-251, 2019	146*	2019
Privacy preserving clustering with constraints C Rösner, M Schmidt ICALP 2018, also: arXiv preprint arXiv:1802.02497, 2018	118	2018
Theoretical Analysis of the k-Means Algorithm–A Survey J Blömer, C Lammersen, M Schmidt, C Sohler Algorithm Engineering, 81-116, 2016	113	2016
Improved and simplified inapproximability for k-means E Lee, M Schmidt, J Wright Information Processing Letters 120, 40-43, 2017	103	2017
On the cost of essentially fair clusterings IO Bercea, M Groß, S Khuller, A Kumar, C Rösner, DR Schmidt, ... arXiv preprint arXiv:1811.10319, 2018	98	2018
BICO: BIRCH meets coresets for k-means clustering H Fichtenberger, M Gillé, M Schmidt, C Schwiegelshohn, C Sohler European Symposium on Algorithms, 481-492, 2013	85	2013
On the use of network flow techniques for assigning evacuees to exits D Dressler, M Groß, JP Kappmeier, T Kelter, J Kulbatzki, D Plümpe, ... Procedia Engineering 3, 205-215, 2010	42	2010
Earliest arrival flows in networks with multiple sinks M Schmidt, M Skutella Discrete Applied Mathematics 164, 320-327, 2014	33*	2014
Analysis of Ward's method A Großwendt, H Röglin, M Schmidt Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete …, 2019	26	2019
Approximating Earliest Arrival Flows in Arbitrary Networks M Groß, JP Kappmeier, D Schmidt, M Schmidt ESA 2012, 551-562, 2012	23	2012
Probabilistic k-Median Clustering in Data Streams C Lammersen, M Schmidt, C Sohler WAOA 2012 / Technical Report 2011, 2011	22*	2011
A Local-Search Algorithm for Steiner Forest J Matuschke, M Groß, A Gupta, A Kumar, DR Schmidt, M Schmidt, ... ITCS 2018, Leibniz International Proceedings in Informatics, 31: 1-31: 17, 2018	15*	2018
Sublinear data structures for short Fréchet queries A Driemel, I Psarros, M Schmidt arXiv preprint arXiv:1907.04420, 2019	12	2019
Noisy, Greedy and Not So Greedy k-means++ A Bhattacharya, J Eube, H Röglin, M Schmidt ESA 2020, arXiv preprint arXiv:1912.00653, 2019	10	2019
Coresets and streaming algorithms for the k-means problem and related clustering objectives M Schmidt TU Dortmund, 2014	10	2014
Fully dynamic hierarchical diameter k-clustering and k-center M Schmidt, C Sohler arXiv preprint arXiv:1908.02645, 2019	9	2019
Approximation algorithms for aversion k-clustering via local k-median A Gupta, G Guruganesh, M Schmidt ICALP 2016, 2016	8	2016
Solving k-means on High-dimensional Big Data JPW Kappmeier, DR Schmidt, M Schmidt Experimental Algorithms, also arXiv preprint arXiv:1502.04265, 2015/2/15 …, 2015	6	2015
Achieving anonymity via weak lower bound constraints for k-median and k-means A Arutyunova, M Schmidt STACS 2021, arXiv preprint arXiv:2009.03078, 2020	5	2020

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