Felix Weitkämper

41 papers A 1B 5Misc 1Journal 22Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A general approach to asymptotic elimination of aggregation functions and generalized quantifiers. Arch. Math. Log. Vera Koponen, Felix Weitkämper
2026	J	`jnl`	How artificial intelligence leads to knowledge why: An inquiry inspired by Aristotle's Posterior Analytics. Int. J. Approx. Reason. Guus Eelink, Kilian Rückschloß, Felix Weitkämper
2025	A	`conf`	"What if?" in Boolean Bayesian Networks. ECAI Kilian Rückschloß, Felix Weitkämper
2025	J	`jnl`	How Artificial Intelligence Leads to Knowledge Why: An Inquiry Inspired by Aristotle's Posterior Analytics. CoRR Guus Eelink, Kilian Rückschloß, Felix Weitkämper
2025	—	`conf`	How Rules Represent Causal Knowledge: Causal Modeling with Abductive Logic Programs. RuleML+RR (Companion) Kilian Rückschloß, Felix Weitkämper
2025	J	`jnl`	How Rules Represent Causal Knowledge: Causal Modeling with Abductive Logic Programs. CoRR Kilian Rückschloß, Felix Weitkämper
2025	J	`jnl`	Is there a Countable omega-Universal Logic? Rev. Symb. Log. Alexander C. Paseau, Felix Weitkämper
2025	Misc	`conf`	Probabilities of the Third Type: Statistical Relational Learning and Reasoning with Relative Frequencies. KI Felix Weitkämper
2024	—	`conf`	Harnessing Probabilistic Logic Programming for the Transparent Local Modelling of Infectious Diseases. PI-AI@KI Felix Weitkämper, Ameen Almiftah, Kailin Sun
2024	J	`jnl`	On the relative asymptotic expressivity of inference frameworks. Log. Methods Comput. Sci. Vera Koponen, Felix Weitkämper
2024	J	`jnl`	Probabilities of the Third Type: Statistical Relational Learning and Reasoning with Relative Frequencies. J. Artif. Intell. Res. Felix Weitkämper
2024	J	`jnl`	The generalised distribution semantics and projective families of distributions. J. Log. Algebraic Methods Program. Felix Weitkämper
2024	—	`conf`	Understanding Domain-Size Generalization in Markov Logic Networks. ECML/PKDD (7) Florian Chen, Felix Weitkämper, Sagar Malhotra
2024	J	`jnl`	Understanding Domain-Size Generalization in Markov Logic Networks. CoRR Florian Chen, Felix Weitkämper, Sagar Malhotra
2023	J	`jnl`	"What if?" in Probabilistic Logic Programming. CoRR Rafael Kiesel, Kilian Rückschloß, Felix Weitkämper
2023	J	`jnl`	"What if?" in Probabilistic Logic Programming. Theory Pract. Log. Program. Rafael Kiesel, Kilian Rückschloß, Felix Weitkämper
2023	B	`conf`	"Would life be more interesting if I were in AI?" Answering Counterfactuals based on Probabilistic Inductive Logic Programming. ICLP Kilian Rückschloß, Felix Weitkämper
2023	J	`jnl`	A general approach to asymptotic elimination of aggregation functions and generalized quantifiers. CoRR Vera Koponen, Felix Weitkämper
2023	J	`jnl`	Asymptotic elimination of partially continuous aggregation functions in directed graphical models. Inf. Comput. Vera Koponen, Felix Weitkämper
2023	B	`conf`	On the Independencies Hidden in the Structure of a Probabilistic Logic Program. ICLP Kilian Rückschloß, Felix Weitkämper
2023	—	`conf`	On the Subtlety of Causal Reasoning in Probabilistic Logic Programming: A Bug Report about the Causal Interpretation of Annotated Disjunctions. ICLP Workshops Kilian Rückschloß, Felix Weitkämper
2023	—	`ed.`	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. ICLP Workshops 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, Adam Z. Wyner
2023	J	`jnl`	Projective families of distributions revisited. Int. J. Approx. Reason. Felix Weitkämper
2023	J	`jnl`	SimPLoID: Harnessing probabilistic logic programming for infectious disease epidemiology. CoRR Felix Weitkämper, Ameen Almiftah, Kailin Sun
2023	B	`conf`	Statistical Relational Structure Learning with Scaled Weight Parameters. ILP Felix Weitkämper, Dmitriy Ravdin, Ramona Fabry
2023	B	`conf`	What Do Counterfactuals Say About the World? Reconstructing Probabilistic Logic Programs from Answers to "What If?" Queries. ILP Kilian Rückschloß, Felix Weitkämper
2023	—	`conf`	asymptoticplp: Approximating probabilistic logic programs on large domains. ICLP Workshops Bao Loi Quach, Felix Weitkämper
2022	—	`conf`	Correct Causal Inference in Probabilistic Logic Programming. ICLP Workshops Kilian Rückschloß, Felix Weitkämper
2022	—	`conf`	Exploiting the Full Power of Pearl's Causality in Probabilistic Logic Programming. ICLP Workshops Kilian Rückschloß, Felix Weitkämper
2022	B	`conf`	Functional Lifted Bayesian Networks: Statistical Relational Learning and Reasoning with Relative Frequencies. ILP Felix Weitkämper
2022	J	`jnl`	On the relative asymptotic expressivity of inference frameworks. CoRR Vera Koponen, Felix Weitkämper
2022	J	`jnl`	Projectivity revisited. CoRR Felix Weitkämper
2022	J	`jnl`	Statistical Relational Artificial Intelligence with Relative Frequencies: A Contribution to Modelling and Transfer Learning across Domain Sizes. CoRR Felix Weitkämper
2022	J	`jnl`	The generalised distribution semantics and projective families of distributions. CoRR Felix Weitkämper
2021	J	`jnl`	An asymptotic analysis of probabilistic logic programming with implications for expressing projective families of distributions. CoRR Felix Weitkämper
2021	J	`jnl`	Asymptotic elimination of partially continuous aggregation functions in directed graphical models. CoRR Vera Koponen, Felix Weitkämper
2021	—	`conf`	Modelling Infectious Disease Dynamics with Probabilistic Logic Programming. ICLP Workshops Felix Weitkämper, Beatrice Sarbu, Kailin Sun
2021	—	`ed.`	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. ICLP Workshops Joaquín Arias, Fabio Aurelio D'Asaro, Abeer Dyoub, Gopal Gupta, Markus Hecher, Emily Leblanc, Rafael Peñaloza, Elmer Salazar, Ari Saptawijaya, Felix Weitkämper, Jessica Zangari
2021	—	`conf`	Reasoning about Independence in Open Universe Probabilistic Logic Programs. ICLP Workshops Kilian Rueckschloss, Felix Weitkämper
2021	J	`jnl`	Scaling the weight parameters in Markov logic networks and relational logistic regression models. CoRR Felix Weitkämper
2020	—	`conf`	Proportional dependencies and asymptotics of probabilistic representations. ICLP Workshops Felix Weitkämper