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Kilian Rückschloß

Kilian Rückschloß, M.Sc.

Doctoral Researcher

Contact

Room: E112
Phone: +49-89-2180-9317

Publications

Kilian R uuml;ckschlo szlig;. The Theory of Boolean Counterfactual Reasoning. Ph.D. Thesis, Ludwig-Maximilians-Universit auml;t, 2024.
BibTeX PDF

@PhdThesis{thesis, author = {Kilian Rückschloß}, title = {The Theory of Boolean Counterfactual Reasoning}, school = {Ludwig-Maximilians-Universität}, year = {2024}, }

Rafael Kiesel, Kilian Rückschloß, and Felix Weitkämper. "What if?" in Probabilistic Logic Programming. Theory Pract. Log. Program., 23(4):884–899, 2023.
BibTeX URL

@article{KieselRW23,
  author       = {Rafael Kiesel and
                  Kilian R{\"{u}}ckschlo{\ss} and
                  Felix Weitk{\"{a}}mper},
  title        = {"What if?" in Probabilistic Logic Programming},
  journal      = {Theory Pract. Log. Program.},
  volume       = {23},
  number       = {4},
  pages        = {884--899},
  year         = {2023},
  url          = {https://doi.org/10.1017/s1471068423000133},
  doi          = {10.1017/S1471068423000133},
}

Kilian Rückschloß and Felix Weitkämper. On the Subtlety of Causal Reasoning in Probabilistic Logic Programming: A Bug Report about the Causal Interpretation of Annotated Disjunctions. In Proceedings of the International Conference on Logic Programming 2023 Workshops co-located with the 39th International Conference on Logic Programming (ICLP 2023), London, United Kingdom, July 9th and 10th, 2023, CEUR-WS.org, 2023.
BibTeX URL

@inproceedings{RueckschlossW23_lpad,
  author       = {Kilian R{\"{u}}ckschlo{\ss} and
                  Felix Weitk{\"{a}}mper},
  title        = {On the Subtlety of Causal Reasoning in Probabilistic Logic Programming:
                  {A} Bug Report about the Causal Interpretation of Annotated Disjunctions},
  booktitle    = {Proceedings of the International Conference on Logic Programming 2023
                  Workshops co-located with the 39th International Conference on Logic
                  Programming {(ICLP} 2023), London, United Kingdom, July 9th and 10th,
                  2023},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3437},
  publisher    = {CEUR-WS.org},
  year         = {2023},
  url          = {https://ceur-ws.org/Vol-3437/short4PLP.pdf},
}

Kilian Rückschloß and Felix Weitkämper. What Do Counterfactuals Say About the World? Reconstructing Probabilistic Logic Programs from Answers to "What If?" Queries. In Inductive Logic Programming - 32nd International Conference, ILP 2023, Bari, Italy, November 13-15, 2023, Proceedings, pp. 93–108, Springer, 2023.
BibTeX URL

@inproceedings{RueckschlossW23_ILP,
  author       = {Kilian R{\"{u}}ckschlo{\ss} and
                  Felix Weitk{\"{a}}mper},
  title        = {What Do Counterfactuals Say About the World? Reconstructing Probabilistic
                  Logic Programs from Answers to "What If?" Queries},
  booktitle    = {Inductive Logic Programming - 32nd International Conference, {ILP}
                  2023, Bari, Italy, November 13-15, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {14363},
  pages        = {93--108},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-49299-0\_7},
  doi          = {10.1007/978-3-031-49299-0\_7},
}

Kilian Rückschloß and Felix Weitkämper. "Would life be more interesting if I were in AI?" Answering Counterfactuals based on Probabilistic Inductive Logic Programming. In Proceedings 39th International Conference on Logic Programming, ICLP 2023, Imperial College London, UK, 9th July 2023 - 15th July 2023, pp. 58–64, 2023.
BibTeX URL

@inproceedings{RueckschlossW23_Counterfactuals,
  author       = {Kilian R{\"{u}}ckschlo{\ss} and
                  Felix Weitk{\"{a}}mper},
  title        = {"Would life be more interesting if {I} were in AI?" Answering Counterfactuals
                  based on Probabilistic Inductive Logic Programming},
  booktitle    = {Proceedings 39th International Conference on Logic Programming, {ICLP}
                  2023, Imperial College London, UK, 9th July 2023 - 15th July 2023},
  series       = {{EPTCS}},
  volume       = {385},
  pages        = {58--64},
  year         = {2023},
  url          = {https://doi.org/10.4204/EPTCS.385.7},
  doi          = {10.4204/EPTCS.385.7},
}

Kilian Rückschloß and Felix Weitkämper. On the Independencies Hidden in the Structure of a Probabilistic Logic Program. In Proceedings 39th International Conference on Logic Programming, ICLP 2023, Imperial College London, UK, 9th July 2023 - 15th July 2023, pp. 169–182, 2023.
BibTeX URL

@inproceedings{RueckschlossW23_Independencies,
  author       = {Kilian R{\"{u}}ckschlo{\ss} and
                  Felix Weitk{\"{a}}mper},
  title        = {On the Independencies Hidden in the Structure of a Probabilistic Logic
                  Program},
  booktitle    = {Proceedings 39th International Conference on Logic Programming, {ICLP}
                  2023, Imperial College London, UK, 9th July 2023 - 15th July 2023},
  series       = {{EPTCS}},
  volume       = {385},
  pages        = {169--182},
  year         = {2023},
  url          = {https://doi.org/10.4204/EPTCS.385.17},
  doi          = {10.4204/EPTCS.385.17},
}

Joaquín Arias, Sotiris Batsakis, Wolfgang Faber, Gopal Gupta, Francesco Pacenza, Emmanuel Papadakis, Livio Robaldo, Kilian Rückschloß, Elmer Salazar, Zeynep G. Saribatur, Ilias Tachmazidis, Felix Weitkämper, and Adam Z. Wyner (eds). Proceedings of the International Conference on Logic Programming 2023 Workshops co-located with the 39th International Conference on Logic Programming (ICLP 2023), London, United Kingdom, July 9th and 10th, 2023. CEUR-WS.org, 2023.
BibTeX URL

@proceedings{ICLP23_WS,
  editor       = {Joaqu{\'{\i}}n Arias and
                  Sotiris Batsakis and
                  Wolfgang Faber and
                  Gopal Gupta and
                  Francesco Pacenza and
                  Emmanuel Papadakis and
                  Livio Robaldo and
                  Kilian R{\"{u}}ckschlo{\ss} and
                  Elmer Salazar and
                  Zeynep G. Saribatur and
                  Ilias Tachmazidis and
                  Felix Weitk{\"{a}}mper and
                  Adam Z. Wyner},
  title        = {Proceedings of the International Conference on Logic Programming 2023
                  Workshops co-located with the 39th International Conference on Logic
                  Programming {(ICLP} 2023), London, United Kingdom, July 9th and 10th,
                  2023},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3437},
  publisher    = {CEUR-WS.org},
  year         = {2023},
  url          = {https://ceur-ws.org/Vol-3437},
  urn          = {urn:nbn:de:0074-3437-4},
}

Kilian Rückschloß and Felix Weitkämper. Correct Causal Inference in Probabilistic Logic Programming. In Proceedings of the International Conference on Logic Programming 2022 Workshops co-located with the 38th International Conference on Logic Programming (ICLP 2022), Haifa, Israel, July 31st - August 1st, 2022, CEUR-WS.org, 2022.
BibTeX URL

@inproceedings{RueckschlossW22_Causal,
  author       = {Kilian R{\"{u}}ckschlo{\ss} and
                  Felix Weitk{\"{a}}mper},
  title        = {Correct Causal Inference in Probabilistic Logic Programming},
  booktitle    = {Proceedings of the International Conference on Logic Programming 2022
                  Workshops co-located with the 38th International Conference on Logic
                  Programming {(ICLP} 2022), Haifa, Israel, July 31st - August 1st,
                  2022},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3193},
  publisher    = {CEUR-WS.org},
  year         = {2022},
  url          = {https://ceur-ws.org/Vol-3193/paper1CAUSAL.pdf},
}

Kilian Rückschloß and Felix Weitkämper. Exploiting the Full Power of Pearl's Causality in Probabilistic Logic Programming. In Proceedings of the International Conference on Logic Programming 2022 Workshops co-located with the 38th International Conference on Logic Programming (ICLP 2022), Haifa, Israel, July 31st - August 1st, 2022, CEUR-WS.org, 2022.
BibTeX URL

@inproceedings{RueckschlossW22_PLP,
  author       = {Kilian R{\"{u}}ckschlo{\ss} and
                  Felix Weitk{\"{a}}mper},
  title        = {Exploiting the Full Power of Pearl's Causality in Probabilistic Logic
                  Programming},
  booktitle    = {Proceedings of the International Conference on Logic Programming 2022
                  Workshops co-located with the 38th International Conference on Logic
                  Programming {(ICLP} 2022), Haifa, Israel, July 31st - August 1st,
                  2022},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {3193},
  publisher    = {CEUR-WS.org},
  year         = {2022},
  url          = {https://ceur-ws.org/Vol-3193/paper1PLP.pdf},
}

Kilian Rückschloß and Felix Weitkämper. Reasoning about Independence in Open Universe Probabilistic Logic Programs. In Proceedings of the International Conference on Logic Programming 2021 Workshops co-located with the 37th International Conference on Logic Programming (ICLP 2021), Porto, Portugal (virtual), September 20th-21st, 2021, CEUR-WS.org, 2021.
BibTeX URL

@inproceedings{RueckschlossW21_PLP,
  author       = {Kilian R{\"{u}}ckschlo{\ss} and
                  Felix Weitk{\"{a}}mper},
  title        = {Reasoning about Independence in Open Universe Probabilistic Logic
                  Programs},
  booktitle    = {Proceedings of the International Conference on Logic Programming 2021
                  Workshops co-located with the 37th International Conference on Logic
                  Programming {(ICLP} 2021), Porto, Portugal (virtual), September 20th-21st,
                  2021},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2970},
  publisher    = {CEUR-WS.org},
  year         = {2021},
  url          = {https://ceur-ws.org/Vol-2970/plppaper3.pdf},
}