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Explainability
Explainability by Design: A Methodology to Support Explanations in Decision-Making Systems

Explainability by Design: A Methodology to Support Explanations in Decision-Making Systems

ModelingUncategorizedEurope 2022Explainabilityposted by ODSC Community May 23, 2022

Editor’s note: Luc Moreau is a speaker for ODSC Europe 2022. Be sure to check out his talk, “Explainability by Design: a Methodology to Support Explanations in Decision-making Systems,” there! There are increasing calls for the explainability of data-intensive applications.  Such a demand for explainability stems... Read more
Making Explainability Work in Practice

Making Explainability Work in Practice

Blogs from ODSC SpeakersConferencesModelingblack boxEast 2021Explainabilityexplainable AIposted by ODSC Community March 17, 2021

Complex ‘black box’ models are becoming more and more prevalent in industries involving high-stakes decisions (such as finance, healthcare, insurance). As machine learning algorithms take a prominent role in our daily lives, explaining their decision will only grow in importance via explainability. By now there is... Read more
Deep Learning-Driven Text Summarization & Explainability with Reuters News Data

Deep Learning-Driven Text Summarization & Explainability with Reuters News Data

Deep LearningModelingNLP/Text AnalyticsExplainabilityText SummarizationTransfer LearningWest 2020xplainable AIposted by ODSC Community September 28, 2020

Editor’s note: At ODSC West 2020, Nadja Herger, Nina Hristozova, and Viktoriia Samatova will hold a workshop focused on text summarization and that will allow you to automatically generate news headlines powered by Reuters News, and learn about the power of transfer learning and explainable AI.... Read more
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