Contact
Room:
E112
Phone:
+49-89-2180-9317
Email:
f e l i x . w e i t k a e m p e r [at] lmu * de
Publications
Felix Weitkämper. The generalised distribution semantics and projective families of distributions. Journal of Logical and Algebraic Methods in Programming, 139:100975, 2024.
BibTeX URL
@article{Weitkaemper24_JLAMP,
author = {Felix Weitk{\"{a}}mper},
journal = {Journal of Logical and Algebraic Methods in Programming},
volume = {139},
pages = {100975},
year = {2024},
issn = {2352-2208},
doi = {https://doi.org/10.1016/j.jlamp.2024.100975},
url = {https://www.sciencedirect.com/science/article/pii/S2352220824000294},
}
Vera Koponen and Felix Weitkämper. Asymptotic elimination of partially continuous aggregation functions
in directed graphical models. Inf. Comput., 293:105061, 2023.
BibTeX URL
@article{KoponenW23,
author = {Vera Koponen and
Felix Weitk{\"{a}}mper},
title = {Asymptotic elimination of partially continuous aggregation functions
in directed graphical models},
journal = {Inf. Comput.},
volume = {293},
pages = {105061},
year = {2023},
url = {https://doi.org/10.1016/j.ic.2023.105061},
doi = {10.1016/J.IC.2023.105061},
}
Felix Weitkämper. Projective families of distributions revisited. Int. J. Approx. Reason., 162:109031, 2023.
BibTeX URL
@article{Weitkaemper23_IJAR,
author = {Felix Weitk{\"{a}}mper},
title = {Projective families of distributions revisited},
journal = {Int. J. Approx. Reason.},
volume = {162},
pages = {109031},
year = {2023},
url = {https://doi.org/10.1016/j.ijar.2023.109031},
doi = {10.1016/J.IJAR.2023.109031},
}
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},
}
Bao Loi Quach and Felix Weitkämper. asymptoticplp: Approximating probabilistic logic programs on large
domains. 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{QuachW23,
author = {Bao Loi Quach and
Felix Weitk{\"{a}}mper},
title = {asymptoticplp: Approximating probabilistic logic programs on large
domains},
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/paper1PLP.pdf},
}
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},
}
Felix Weitkämper, Dmitriy Ravdin, and Ramona Fabry. Statistical Relational Structure Learning with Scaled Weight Parameters. In Inductive Logic Programming - 32nd International Conference, ILP
2023, Bari, Italy, November 13-15, 2023, Proceedings, pp. 139–153, Springer, 2023.
BibTeX URL
@inproceedings{WeitkaemperRF23,
author = {Felix Weitk{\"{a}}mper and
Dmitriy Ravdin and
Ramona Fabry},
title = {Statistical Relational Structure Learning with Scaled Weight Parameters},
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 = {139--153},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-49299-0\_10},
doi = {10.1007/978-3-031-49299-0\_10},
}
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},
}
Felix Weitkämper. Functional Lifted Bayesian Networks: Statistical Relational Learning
and Reasoning with Relative Frequencies. In Inductive Logic Programming - 31st International Conference, ILP
2022, Windsor Great Park, UK, September 28-30, 2022, Proceedings, pp. 142–156, Springer, 2022.
BibTeX URL
@inproceedings{Weitkaemper22_ILP,
author = {Felix Weitk{\"{a}}mper},
title = {Functional Lifted Bayesian Networks: Statistical Relational Learning
and Reasoning with Relative Frequencies},
booktitle = {Inductive Logic Programming - 31st International Conference, {ILP}
2022, Windsor Great Park, UK, September 28-30, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13779},
pages = {142--156},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-55630-2\_11},
doi = {10.1007/978-3-031-55630-2\_11},
}
Felix Q. Weitkämper. An Asymptotic Analysis of Probabilistic Logic Programming, with Implications
for Expressing Projective Families of Distributions. Theory Pract. Log. Program., 21(6):802–817, 2021.
BibTeX URL
@article{Weitkaemper21_TPLP,
author = {Felix Q. Weitk{\"{a}}mper},
title = {An Asymptotic Analysis of Probabilistic Logic Programming, with Implications
for Expressing Projective Families of Distributions},
journal = {Theory Pract. Log. Program.},
volume = {21},
number = {6},
pages = {802--817},
year = {2021},
url = {https://doi.org/10.1017/S1471068421000314},
doi = {10.1017/S1471068421000314},
}
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},
}
Felix Weitkämper, Beatrice Sarbu, and Kailin Sun. Modelling Infectious Disease Dynamics with Probabilistic Logic Programming. 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{WeitkamperSS21,
author = {Felix Weitk{\"{a}}mper and
Beatrice Sarbu and
Kailin Sun},
title = {Modelling Infectious Disease Dynamics with Probabilistic Logic Programming},
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/plppaper2.pdf},
}
Joaquín Arias, Fabio Aurelio D'Asaro, Abeer Dyoub, Gopal Gupta, Markus Hecher, Emily LeBlanc, Rafael Peñaloza, Elmer Salazar, Ari Saptawijaya, Felix Weitkämper, and Jessica Zangari (eds). 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
@proceedings{ICLP21_WS,
editor = {Joaqu{\'{\i}}n Arias and
Fabio Aurelio D'Asaro and
Abeer Dyoub and
Gopal Gupta and
Markus Hecher and
Emily LeBlanc and
Rafael Pe{\~{n}}aloza and
Elmer Salazar and
Ari Saptawijaya and
Felix Weitk{\"{a}}mper and
Jessica Zangari},
title = {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},
urn = {urn:nbn:de:0074-2970-2},
}
Felix Weitkämper. Proportional dependencies and asymptotics of probabilistic representations. In International Conference on Logic Programming 2020 Workshop Proceedings
co-located with 36th International Conference on Logic Programming
(ICLP 2020), Rende, Italy, September 18-19, 2020, CEUR-WS.org, 2020.
BibTeX URL
@inproceedings{Weitkaemper20_PLP,
author = {Felix Weitk{\"{a}}mper},
title = {Proportional dependencies and asymptotics of probabilistic representations},
booktitle = {International Conference on Logic Programming 2020 Workshop Proceedings
co-located with 36th International Conference on Logic Programming
{(ICLP} 2020), Rende, Italy, September 18-19, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2678},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2678/short2.pdf},
}