Research output per year
Research output per year
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Dive into the research topics where P. Altmeyer is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Counterfactual Explanations and Algorithmic Recourse for Trustworthy AI
Altmeyer, P., 2026, 239 p.Research output: Thesis › Dissertation (TU Delft)
Open AccessFile117 Downloads (Pure) -
Understanding the Affordances and Constraints of Explainable AI in Safety-Critical Contexts: A Case Study in Dutch Social Welfare
Buszydlik, A., Altmeyer, P., Dobbe, R. & Liem, C. C. S., 2026, Electronic Participation - 17th IFIP WG 8.5 International Conference, ePart 2025, Proceedings. Hofmann, S., Danneels, L., Dobbe, R., Ubacht, J., Novak, A.-S., Parycek, P., Schwabe, G. & Spitzer, V. (eds.). Springer, p. 118-136 19 p. (Lecture Notes in Computer Science; vol. 15978 LNCS).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile3 Link opens in a new tab Citations (Scopus)4 Downloads (Pure) -
Natural Language Counterfactual Explanations in Financial Text Classification
Dobiczek, K., Altmeyer, P. & Liem, C. C. S., 2025, Proceedings of the Fourth Workshop on Generation, Evaluation and Metrics (GEM²). p. 958–972Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile3 Downloads (Pure) -
Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals
Altmeyer, P., Farmanbar, M., van Deursen, A. & Liem, C. C. S., 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 10, p. 10829-10837 9 p.Research output: Contribution to journal › Conference article › Scientific › peer-review
Open AccessFile7 Link opens in a new tab Citations (Scopus)18 Downloads (Pure) -
Position: Stop Making Unscientific AGI Performance Claims
Altmeyer, P., Demetriou, A. M., Bartlett, A. & Liem, C. C. S., 2024, International Conference on Machine Learning. Salakhutdinov, R., Kolter, Z. & Heller, K. (eds.). Vol. 235. p. 1222-1242 21 p. (Proceedings of Machine Learning Research).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)63 Downloads (Pure)
Datasets
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Software and data underlying the publication: "Position: Stop Making Unscientific AGI Performance Claims"
Altmeyer, P. (Creator), Liem, C. C. S. (Creator), Demetriou, A. M. (Creator) & Bartlett, A. J. (Creator), TU Delft - 4TU.ResearchData, 15 Jul 2025
DOI: 10.4121/D427D182-4BB0-4972-980C-ADCB28F430B6
Dataset/Software: Software
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Software and data underlying the publication: Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals
Altmeyer, P. (Creator), van Deursen, A. (Creator) & Liem, C. C. S. (Creator), TU Delft - 4TU.ResearchData, 15 Jul 2025
DOI: 10.4121/697255AA-C7AD-4BC7-868C-96D00B6AAE02
Dataset/Software: Software
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Software and data underlying the publication: "Counterfactual Training: Teaching Models Plausible and Actionable Explanations"
Altmeyer, P. (Creator), van Deursen, A. (Creator), Liem, C. (Creator) & Buszydlik, A. J. (Creator), TU Delft - 4TU.ResearchData, 27 Jan 2026
DOI: 10.4121/3D5A8C54-3C83-4FCB-AEA4-F99FAFC4EDB5
Dataset/Software: Dataset
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Software and data underlying the publication: Explaining Black-Box Models through Counterfactuals
Altmeyer, P. (Creator), van Deursen, A. (Creator) & Liem, C. (Creator), TU Delft - 4TU.ResearchData, 15 Jul 2025
DOI: 10.4121/975D2C39-F78E-45D8-A46A-A61E441B1D53
Dataset/Software: Software
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Software and data underlying the publication: "Natural Language Counterfactual Explanations in Financial Text Classification: A Comparison of Generators and Evaluation Metrics"
Altmeyer, P. (Creator), Liem, C. (Creator) & Dobiczek, K. (Creator), TU Delft - 4TU.ResearchData, 18 Nov 2025
DOI: 10.4121/7270E8B5-134A-4939-B614-158A7D225622
Dataset/Software: Dataset