Zobrazeno 1 - 10
of 21
pro vyhledávání: '"Limnios, Myrto"'
Autor:
Limnios, Myrto, Clémençon, Stéphan
In this paper we develop a novel nonparametric framework to test the independence of two random variables $\mathbf{X}$ and $\mathbf{Y}$ with unknown respective marginals $H(dx)$ and $G(dy)$ and joint distribution $F(dx dy)$, based on {\it Receiver Op
Externí odkaz:
http://arxiv.org/abs/2403.07464
The two-sample problem, which consists in testing whether independent samples on $\mathbb{R}^d$ are drawn from the same (unknown) distribution, finds applications in many areas. Its study in high-dimension is the subject of much attention, especially
Externí odkaz:
http://arxiv.org/abs/2302.03592
The ability to collect and store ever more massive databases has been accompanied by the need to process them efficiently. In many cases, most observations have the same behavior, while a probable small proportion of these observations are abnormal.
Externí odkaz:
http://arxiv.org/abs/2109.09590
Autor:
Garin, Marie, Limnios, Myrto, Nicolaï, Alice, Bargiotas, Ioannis, Boulant, Olivier, Chick, Stephen, Dib, Amir, Evgeniou, Theodoros, Fekom, Mathilde, Kalogeratos, Argyris, Labourdette, Christophe, Ovchinnikov, Anton, Porcher, Raphaël, Pouchol, Camille, Vayatis, Nicolas
We review epidemiological models for the propagation of the COVID-19 pandemic during the early months of the outbreak: from February to May 2020. The aim is to propose a methodological review that highlights the following characteristics: (i) the epi
Externí odkaz:
http://arxiv.org/abs/2109.01450
Publikováno v:
Electronic Journal of Statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2021, 15 (2), pp.4659 -- 4717
The ROC curve is the gold standard for measuring the performance of a test/scoring statistic regarding its capacity to discriminate between two statistical populations in a wide variety of applications, ranging from anomaly detection in signal proces
Externí odkaz:
http://arxiv.org/abs/2104.02943
Akademický článek
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Autor:
Bargiotas, Ioannis, Kalogeratos, Argyris, Limnios, Myrto, Vidal, Pierre-Paul, Ricard, Damien, Vayatis, Nicolas
Falling in Parkinsonian syndromes (PS) is associated with postural instability and consists a common cause of disability among PS patients. Current posturographic practices record the body's center-of-pressure displacement (statokinesigram) while the
Externí odkaz:
http://arxiv.org/abs/1907.06614
Autor:
Limnios, Myrto
Publikováno v:
Statistics [math.ST]. Université Paris-Saclay, 2022. English. ⟨NNT : 2022UPASM006⟩
This research project aims at developing mathematical and algorithmic tools to study and evaluate the level of similarity between two complex datasets in high-dimension: vectors, multivariate signals, trajectories, signals on graphs. It answers funda
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1398::40cf3ce30bb4719230412eb5a4bf9fa6
https://theses.hal.science/tel-03700901
https://theses.hal.science/tel-03700901
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Akademický článek
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