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09/21/2023
Regionally Additive Models: Explainable-by-design models minimizing feature interactions
Generalized Additive Models (GAMs) are widely used explainable-by-design...
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09/20/2023
RHALE: Robust and Heterogeneity-aware Accumulated Local Effects
Accumulated Local Effects (ALE) is a widely-used explainability method f...
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10/10/2022
DALE: Differential Accumulated Local Effects for efficient and accurate global explanations
Accumulated Local Effect (ALE) is a method for accurately estimating fea...
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01/11/2022
ATRAPOS: Evaluating Metapath Query Workloads in Real Time
Heterogeneous information networks (HINs) represent different types of e...
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03/24/2021
SCHeMa: Scheduling Scientific Containers on a Cluster of Heterogeneous Machines
In the era of data-driven science, conducting computational experiments ...
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12/30/2020
Simplifying Impact Prediction for Scientific Articles
Estimating the expected impact of an article is valuable for various app...
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06/01/2020