Zobrazeno 1 - 10
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pro vyhledávání: '"Theologitis, A."'
Autor:
Theologitis, Michail, Frangias, Georgios, Anestis, Georgios, Samoladas, Vasilis, Deligiannakis, Antonios
The ever-growing volume and decentralized nature of data, coupled with the need to harness it and extract knowledge, have led to the extensive use of distributed deep learning (DDL) techniques for training. These techniques rely on local training per
Externí odkaz:
http://arxiv.org/abs/2405.20988
Autor:
Kavouras, Loukas, Psaroudaki, Eleni, Tsopelas, Konstantinos, Rontogiannis, Dimitrios, Theologitis, Nikolaos, Sacharidis, Dimitris, Giannopoulos, Giorgos, Tomaras, Dimitrios, Markou, Kleopatra, Gunopulos, Dimitrios, Fotakis, Dimitris, Emiris, Ioannis
The widespread deployment of machine learning systems in critical real-world decision-making applications has highlighted the urgent need for counterfactual explainability methods that operate effectively. Global counterfactual explanations, expresse
Externí odkaz:
http://arxiv.org/abs/2405.18921
Autor:
Giannopoulos, Giorgos, Sacharidis, Dimitris, Theologitis, Nikolas, Kavouras, Loukas, Emiris, Ioannis
Fairness is steadily becoming a crucial requirement of Machine Learning (ML) systems. A particularly important notion is subgroup fairness, i.e., fairness in subgroups of individuals that are defined by more than one attributes. Identifying bias in s
Externí odkaz:
http://arxiv.org/abs/2404.18685
Autor:
Kavouras, Loukas, Tsopelas, Konstantinos, Giannopoulos, Giorgos, Sacharidis, Dimitris, Psaroudaki, Eleni, Theologitis, Nikolaos, Rontogiannis, Dimitrios, Fotakis, Dimitris, Emiris, Ioannis
In this work, we present Fairness Aware Counterfactuals for Subgroups (FACTS), a framework for auditing subgroup fairness through counterfactual explanations. We start with revisiting (and generalizing) existing notions and introducing new, more refi
Externí odkaz:
http://arxiv.org/abs/2306.14978
Autor:
Janet Y. Wu, BA, BM, Megan Tang, BA, Gavin Touponse, BS, Marinos Theologitis, Theresa Williamson, MD, Corinna C. Zygourakis, MD
Publikováno v:
North American Spine Society Journal, Vol 18, Iss , Pp 100321- (2024)
Background: The COVID-19 pandemic disrupted healthcare access and utilization throughout the US, with variable impact on patients of different socioeconomic status (SES) and race. We characterize pre-pandemic and pandemic demographic and SES trends o
Externí odkaz:
https://doaj.org/article/d3b1ab0e30404715a26ab9b4e8e88645
Autor:
Wu, Janet Y., Tang, Megan, Touponse, Gavin, Theologitis, Marinos, Williamson, Theresa, Zygourakis, Corinna C.
Publikováno v:
In North American Spine Society Journal (NASSJ) June 2024 18
Autor:
Wu, Janet Y., Touponse, Gavin C., Theologitis, Marinos, Ahmad, Hasan S., Zygourakis, Corinna C.
Publikováno v:
In World Neurosurgery February 2024 182:e107-e125
Akademický článek
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Publikováno v:
In Radiation Measurements November 2022 158
Autor:
Pagona-Noni Maravelaki, Antonis Theologitis, Meral Budak Unaler, Chrysi Kapridaki, Kali Kapetanaki, James Wright
Publikováno v:
Heritage, Vol 4, Iss 4, Pp 3908-3918 (2021)
This work characterizes ancient mortars used in construction of the Bronze Age Minoan port at Kommos in Crete. The port dates from c. 1850 BCE with port facilities at the harbor and residences on the Central hillside and the Hilltop. A Greek, Phoenic
Externí odkaz:
https://doaj.org/article/e619c110687d4cd694cb5d4904900857