Zobrazeno 1 - 10
of 1 312
pro vyhledávání: '"Limnios, A."'
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
For analysing real-world networks, graph representation learning is a popular tool. These methods, such as a graph autoencoder (GAE), typically rely on low-dimensional representations, also called embeddings, which are obtained through minimising a l
Externí odkaz:
http://arxiv.org/abs/2402.01614
Autor:
Limnios, Stratis, Selvaraj, Praveen, Cucuringu, Mihai, Maple, Carsten, Reinert, Gesine, Elliott, Andrew
Over recent years, denoising diffusion generative models have come to be considered as state-of-the-art methods for synthetic data generation, especially in the case of generating images. These approaches have also proved successful in other applicat
Externí odkaz:
http://arxiv.org/abs/2306.16827
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
Autor:
Limnios, Olga A.1 (AUTHOR) olga.limnios@providence.edu
Publikováno v:
Gender Studies (1583-980X). Dec2024, Vol. 23 Issue 1, p185-203. 19p.
Autor:
Wu, Bei a, ⁎, Limnios, Nikolaos b
Publikováno v:
In Reliability Engineering and System Safety December 2024 252
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
Autor:
Limnios Olga A.
Publikováno v:
Gender Studies, Vol 22, Iss 1, Pp 168-186 (2023)
Fewer women than men are involved in STEM (Science, Technology, Engineering, and Mathematics) fields and one of the reasons might be a lack of exposure to familiar linguistic structures in reading materials designed to spark interest and to recruit n
Externí odkaz:
https://doaj.org/article/16e6128aec85481c80aac65397d0a3b6
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