hbaniecki

Hubert Baniecki's repositories

💡 Adversarial attacks on explanations and how to defend them

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Efficient and accurate explanation estimation with distribution compression (ICLR 2025 Spotlight)

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contributed talks, posters, and workshops

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Demo for the useR! 2021 conference talk

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Courses related to interpretable machine learning & explainable AI

Manipulating SHAP via Adversarial Data Perturbations (AAAI 2022)

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Robustness of Global Feature Effect Explanations (ECML PKDD 2024)

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OpenXAI : Towards a Transparent Evaluation of Model Explanations

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A deep-learning model for river water quality

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For calculating global feature importance using Shapley values.

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[course project '2018] Data analysis of Stack Overflow API in Java

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