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09/08/2022
FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems
Predictive systems, in particular machine learning algorithms, can take ...
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08/14/2022
Simply Logical – Intelligent Reasoning by Example (Fully Interactive Online Edition)
"Simply Logical – Intelligent Reasoning by Example" by Peter Flach was f...
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12/29/2021
Explainability Is in the Mind of the Beholder: Establishing the Foundations of Explainable Artificial Intelligence
Explainable artificial intelligence and interpretable machine learning a...
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05/04/2020
LIMEtree: Interactively Customisable Explanations Based on Local Surrogate Multi-output Regression Trees
Systems based on artificial intelligence and machine learning models sho...
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10/28/2019
Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibration
Class probabilities predicted by most multiclass classifiers are uncalib...
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09/11/2019
FAT Forensics: A Python Toolbox for Algorithmic Fairness, Accountability and Transparency
Machine learning algorithms can take important decisions, sometimes lega...
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09/19/2017
