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Eliana Pastor

A Synthetic Benchmark to Explore Limitations of Localized Drift Detections

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Aug 26, 2024
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Detecting Interpretable Subgroup Drifts

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Aug 26, 2024
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KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation

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Aug 13, 2024
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A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data

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Jun 20, 2024
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A Contrastive Learning Approach to Mitigate Bias in Speech Models

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Jun 20, 2024
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Concept-based Explainable Artificial Intelligence: A Survey

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Dec 20, 2023
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Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features

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Sep 14, 2023
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Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers

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Aug 01, 2023
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ITALIC: An Italian Intent Classification Dataset

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Jun 14, 2023
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ferret: a Framework for Benchmarking Explainers on Transformers

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Aug 02, 2022
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