Zobrazeno 1 - 10
of 111
pro vyhledávání: '"A Nikoloutsopoulos"'
In Federated Learning (FL), datasets across clients tend to be heterogeneous or personalized, and this poses challenges to the convergence of standard FL schemes that do not account for personalization. To address this, we present a new approach for
Externí odkaz:
http://arxiv.org/abs/2202.09848
We formulate meta learning using information theoretic concepts; namely, mutual information and the information bottleneck. The idea is to learn a stochastic representation or encoding of the task description, given by a training set, that is highly
Externí odkaz:
http://arxiv.org/abs/2009.03228
Publikováno v:
In Materials Today: Proceedings 2023 93 Part 4:799-805
We propose a probabilistic framework to directly insert prior knowledge in reinforcement learning (RL) algorithms by defining the behaviour policy as a Bayesian posterior distribution. Such a posterior combines task specific information with prior kn
Externí odkaz:
http://arxiv.org/abs/1810.00468
Autor:
Stamatia Gavela, Nikolaos Nikoloutsopoulos, George Papadakos, Dimitra Passa, Anastasia Sotiropoulou
Publikováno v:
Frattura ed Integrità Strutturale, Vol 13, Iss 50, Pp 383-394 (2019)
The objective of the study is to introduce an experimental un¬cer¬tainty budget process for concrete compressive strength test, based on a pro¬to¬col that incorporates effects of multiple factors significant for the measure¬ment result. The prop
Externí odkaz:
https://doaj.org/article/6a9b904dfde6484daefd9fc12eee8f85
Publikováno v:
In Procedia Structural Integrity 2018 10:135-140
Publikováno v:
In Procedia Structural Integrity 2018 10:141-147
Autor:
Katsafados, Apostolos G.1,2 (AUTHOR) katsafados@aueb.gr, Nikoloutsopoulos, Sotirios3 (AUTHOR) snikolou@aueb.gr, Leledakis, George N.1 (AUTHOR) gleledak@aueb.gr
Publikováno v:
Journal of Economic Studies. 2023, Vol. 50 Issue 8, p1866-1888. 23p.
Autor:
Sotiropoulou Anastasia, Gavela Stamatia, Nikoloutsopoulos Nikolaos, Passa Dimitra, Papadakos Georgios
Publikováno v:
Journal of the Mechanical Behavior of Materials, Vol 26, Iss 1-2, Pp 55-63 (2017)
In the frame of an extended research program dealing with wood shavings utilization in mortar, a set of procedures were developed for verifying effects of wood shavings addition to specific mortar properties. Mixes containing wood shavings replacing
Externí odkaz:
https://doaj.org/article/3a4b354fa18e46819060f0e78cffa550
Publikováno v:
Journal of Economic Studies.
PurposeUsing textual analysis the authors study the relationship between social media sentiments and stock markets during the COVID-19 pandemic.Design/methodology/approachThe study analysis is based on a sample of 1,616,007 tweets over the period Jan
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1a0d1b9afe973548e700d482d94b7671
https://doi.org/10.1108/jes-09-2022-0486
https://doi.org/10.1108/jes-09-2022-0486