@cdiou

AI and Machine learning researcher

 Athens, Greece
Joined June 2011
  • Tweets49
  • Following157
  • Followers76
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Christos Diou retweeted
Naftali Kaminski@KaminskiMedMay 25
Great news‼️ Our AIRIS consortium is selected for funding by the EU Horizon AI program. 22 Europe & North America institutions will collaborate to build mechanism-informed generative AI frameworks to accelerate biomedical research. 👏🏼 @cdiou & #AIRIS team 👏🏼 #CollaborationBliss
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🌟 Excited to announce the release of Effector 🌟 🚀a Python package for global and regional explanations on tabular data. 🚀 if you find it useful, please star the repo github.com/givasile/effector @cdiou , @Theodore_D, @entoutsi, @GiuCasalicchio , @JuliaHerbinger , @BBischl
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Time is coming for the @ECMLPKDD Workshop "Uncertainty meets Explainability", co-organized with @cdiou! Check the final program here xai-uncertainty.github.io/sc… Looking forward to meeting you all in Turin! 😎
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Check out our recent IEEE TETCI paper with Aristotelis Ballas, where we present BioDG, a benchmark for Domain Generalization in 12-lead ECG and 64-channel EEG signals, as well as a set of baseline algorithms. Paper: ieeexplore.ieee.org/document… Code: github.com/aristotelisballas…
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Today we presented a short tutorial on Domain Generalization for Machine Learning at the IEEE CISOSE 2023 conference, along with Aristotelis Ballas. If you are interested, you can find the slides at bds-dgtutorial.github.io/

DG Tutorial

Rather than starting from scratch, this tutorial is designed to help individuals navigate the DG literature.

bds-dgtutorial.github.io
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The **call for paper** is out for the Workshop on Uncertainty and Explainability @ ECML-PKDD 2023. xai-uncertainty.github.io/cf… We are co-organizing along with @cdiou @BengsViktor Willem Waegeman and Eyke Hullermeier. Spread the word and consider submitting!
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Christos Diou retweeted
arXiv Daily
@Arxiv_Daily16 Oct 2022
DALE: Differential Accumulated Local Effects for efficient and accurate global explanations deepai.org/publication/dale-… by Vasilis Gkolemis et al. including @cdiou #UnbiasedEstimator #Estimator

DALE: Differential Accumulated Local Effects for efficient and accurate global explanations

10/10/22 - Accumulated Local Effect (ALE) is a method for accurately estimating feature effects, overcoming fundamental failure modes of prev...

deepai.org
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Very happy for our latest work with @givasile1 and @Theodore_D . DALE enables fast and accurate global explanations for differentiable models. @givasile1 great start with your PhD, congratulations!
Vasilis Gkolemis@givasile117 Oct 2022
Differential ALE (DALE): Efficient and accurate ALE approximation, for differentiable models. arxiv.org/abs/2210.04542 Accepted in Asian Conference ML 2022 @ACMLConf Coauthors @cdiou @Theodore_D Special thanks @entoutsi

DALE: Differential Accumulated Local Effects for efficient and...

Accumulated Local Effect (ALE) is a method for accurately estimating feature effects, overcoming fundamental failure modes of previously-existed methods, such as Partial Dependence Plots. However,...

arxiv.org
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Huge thanks to @SSIBsociety extremely honoured to be invited to present our research in their Big Data session today. Thoroughly enjoyed the fantastic presentations from @Bankslab @cdiou @Witte1Veronica and subsequent discussion.
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Christos Diou retweeted
BigO Project@BigO_Project8 Jul 2021
New Methods for Objective Measurements of Eating Behavior in Free-Living Conditions - @cdiou will present @BigO_Project at @SSIBsociety #SSIB2021 as part of the symposium "Go Big [Data] or Go Home" on Thursday July 15th. #childhoodobesity #citizenscience #bigdata #publichealth
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Christos Diou retweeted
BigO Project@BigO_Project26 Mar 2021
Lots of interesting presenations and discussions during the BigO Clsoing Webinar today. Thank you all for joining! #ChildhoodObesity #CitizenScience #BigData
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Christos Diou retweeted
BigO Project@BigO_Project5 Mar 2021
BigO on #FoodSHIFT2030: How big data can be used in the prevention of childhood obesity. Watch the presentation of Katerina Riviou and Ioannis Ioakeimidis now via the link below! bigoprogram.eu/news/bigo-on-… #ChildhoodObesity #BigData #CitizenScience
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Christos Diou retweeted
Monica Mars@mo_mars1 Mar 2021
New paper on food texture recognition using an in-ear microphone. A result from the @projectSPLENDID, with co-authors @VasileiosPapapa @cdiou @BoerJanet @ADelopoulos My research is available on @ResearchGate: researchgate.net/publication…
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Christos Diou retweeted
BigO Project@BigO_Project15 Oct 2020
Today and tomorrow we have the BigO consortium meeting. This morning we got an overview of the data collection at the school sites, this afternoon we will discuss the data collection at the clincis.
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BREAKING: Abbott launches $5 coronavirus test that yields results in 15 minutes, without needing any laboratory equipment. This will significantly speed testing efforts. 50 million tests a months, headed our way.
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Many thanks to @mo_mars and the @WUR team for hosting and to all attendees for joining!
Monica Mars@mo_mars3 Jun 2020
Group picture during the @BigO_Project webinar of this afternoon. Thank you all for joining!! Ãround 84 persons joined (parts of) the webinar. @WUR @WhatscookingHN #CitizenScience #childhoodobesity
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Christos Diou retweeted
BigO Project@BigO_Project15 May 2020
BigO Webinar | On Wednesday June 3th 14:00 (CET) the BigO consortium will host a webinar in which the project, platform, and first results will be presented. You can register now: forms.gle/n7HXTTyQkruyNkxi6 Take a look at our website for the program: bigoprogram.eu/news/bigo-web…

BigO Webinar

BigO aims to develop and validate a digital platform to collect data on children’s behaviour patterns and their living environment. With advanced analytics it extracts data-driven evidence on...

docs.google.com
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We're happy to have three papers to appear in this year's #EMBC20 on how big data can help address childhood obesity through measurements of behavior and the environment. Pre-prints: arxiv.org/abs/2005.02928 arxiv.org/abs/2005.03957 arxiv.org/abs/2005.04928

BigO: A public health decision support system for measuring...

Obesity is a complex disease and its prevalence depends on multiple factors related to the local socioeconomic, cultural and urban context of individuals. Many obesity prevention strategies and...

arxiv.org
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Christos Diou retweeted
BigO Project@BigO_Project8 May 2020
Save the date! BigO is hosting a webinar on the 3rd of June, 14:00. Multiple speakers will discuss the BigO project and the first results. More information on the program will follow next week!
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Experts recommend keeping your daily rituals even while working from home #COVID2019
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