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2020


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Model-Agnostic Counterfactual Explanations for Consequential Decisions

Karimi, A., Barthe, G., Balle, B., Valera, I.

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS), 108, pages: 895-905, Proceedings of Machine Learning Research, (Editors: Silvia Chiappa and Roberto Calandra), PMLR, August 2020 (conference)

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arXiv link (url) [BibTex]

2020


arXiv link (url) [BibTex]


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Fair Decisions Despite Imperfect Predictions

Kilbertus, N., Gomez Rodriguez, M., Schölkopf, B., Muandet, K., Valera, I.

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics (AISTATS), 108, pages: 277-287, Proceedings of Machine Learning Research, (Editors: Silvia Chiappa and Roberto Calandra), PMLR, August 2020 (conference)

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link (url) [BibTex]

link (url) [BibTex]


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Algorithmic Recourse: from Counterfactual Explanations to Interventions

Karimi, A., Schölkopf, B., Valera, I.

37th International Conference on Machine Learning (ICML), July 2020 (conference) Submitted

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[BibTex]

[BibTex]

2002


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Nucleons as relativistic three-quark states

Oettel, M.

In Proceedings of the Workshop on Physics at the Japan Hadron Facility (JHF), pages: 203-211, World Scientific, Adelaide, Australia, 2002 (inproceedings)

icm

[BibTex]

2002


[BibTex]


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Capture-Numbers and Island Size-Distributions in Irreversible Homoepitaxial Growth: A Rate-Equation Approach

Popescu, M. N., Family, F., Amar, J. G.

In Atomistic Aspects of Epitaxial Growth, pages: 99-110, NATO Science Series: Series 2, Mathematics, Physics, and Chemistry, Kluwer Academic Publishers, Dassia [Korfu, Greece], 2002 (inproceedings)

icm

[BibTex]

[BibTex]


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Non-Gaussian morphology of galaxy-cluster distribution: Minkowski functionals of the REFLEX catalogue

Kerscher, M., Mecke, K., Schücker, P., Reflex Collaboration

In Tracing Cosmic Evolution with Galaxy Clusters. Proceedings of the Sesto-2001 Workshop, 268, pages: 60-62, Astronomical Society Pacific Conference Series, Alto Adige/Südtirol, 2002 (inproceedings)

icm

[BibTex]

[BibTex]