Felix Weitkämper

According to our database, Felix Weitkämper authored at least 25 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The generalised distribution semantics and projective families of distributions.

Felix Weitkämper

J. Log. Algebraic Methods Program., 2024

Probabilities of the Third Type: Statistical Relational Learning and Reasoning with Relative Frequencies.

Felix Weitkämper

J. Artif. Intell. Res., 2024

Understanding Domain-Size Generalization in Markov Logic Networks.

Florian Chen, Felix Weitkämper, Sagar Malhotra

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

2023

Projective families of distributions revisited.

Felix Weitkämper

Int. J. Approx. Reason., November, 2023

Asymptotic elimination of partially continuous aggregation functions in directed graphical models.

Vera Koponen, Felix Weitkämper

Inf. Comput., August, 2023

"What if?" in Probabilistic Logic Programming.

Rafael Kiesel, Kilian Rückschloß, Felix Weitkämper

Theory Pract. Log. Program., July, 2023

SimPLoID: Harnessing probabilistic logic programming for infectious disease epidemiology.

Felix Weitkämper, Ameen Almiftah, Kailin Sun

CoRR, 2023

"Would life be more interesting if I were in AI?" Answering Counterfactuals based on Probabilistic Inductive Logic Programming.

Kilian Rückschloß, Felix Weitkämper

Proceedings of the Proceedings 39th International Conference on Logic Programming, 2023

On the Independencies Hidden in the Structure of a Probabilistic Logic Program.

Kilian Rückschloß, Felix Weitkämper

Proceedings of the Proceedings 39th International Conference on Logic Programming, 2023

A general approach to asymptotic elimination of aggregation functions and generalized quantifiers.

Vera Koponen, Felix Weitkämper

CoRR, 2023

Statistical Relational Structure Learning with Scaled Weight Parameters.

Felix Weitkämper, Dmitriy Ravdin, Ramona Fabry

Proceedings of the Inductive Logic Programming - 32nd International Conference, 2023

What Do Counterfactuals Say About the World? Reconstructing Probabilistic Logic Programs from Answers to "What If?" Queries.

Kilian Rückschloß, Felix Weitkämper

Proceedings of the Inductive Logic Programming - 32nd International Conference, 2023

On the Subtlety of Causal Reasoning in Probabilistic Logic Programming: A Bug Report about the Causal Interpretation of Annotated Disjunctions.

Kilian Rückschloß, Felix Weitkämper

Proceedings of the International Conference on Logic Programming 2023 Workshops co-located with the 39th International Conference on Logic Programming (ICLP 2023), 2023

asymptoticplp: Approximating probabilistic logic programs on large domains.

Bao Loi Quach, Felix Weitkämper

Proceedings of the International Conference on Logic Programming 2023 Workshops co-located with the 39th International Conference on Logic Programming (ICLP 2023), 2023

2022

Projectivity revisited.

Felix Weitkämper

CoRR, 2022

On the relative asymptotic expressivity of inference frameworks.

Vera Koponen, Felix Weitkämper

CoRR, 2022

Statistical Relational Artificial Intelligence with Relative Frequencies: A Contribution to Modelling and Transfer Learning across Domain Sizes.

Felix Weitkämper

CoRR, 2022

Functional Lifted Bayesian Networks: Statistical Relational Learning and Reasoning with Relative Frequencies.

Felix Weitkämper

Proceedings of the Inductive Logic Programming - 31st International Conference, 2022

Exploiting the Full Power of Pearl's Causality in Probabilistic Logic Programming.

Kilian Rückschloß, Felix Weitkämper

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, 2022

Correct Causal Inference in Probabilistic Logic Programming.

Kilian Rückschloß, Felix Weitkämper

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, 2022

2021

An Asymptotic Analysis of Probabilistic Logic Programming, with Implications for Expressing Projective Families of Distributions.

Felix Q. Weitkämper

Theory Pract. Log. Program., 2021

Scaling the weight parameters in Markov logic networks and relational logistic regression models.

Felix Weitkämper

CoRR, 2021

Modelling Infectious Disease Dynamics with Probabilistic Logic Programming.

Felix Weitkämper, Beatrice Sarbu, Kailin Sun

Proceedings of the International Conference on Logic Programming 2021 Workshops co-located with the 37th International Conference on Logic Programming (ICLP 2021), 2021

Reasoning about Independence in Open Universe Probabilistic Logic Programs.

Kilian Rueckschloss, Felix Weitkämper

Proceedings of the International Conference on Logic Programming 2021 Workshops co-located with the 37th International Conference on Logic Programming (ICLP 2021), 2021

2020

Proportional dependencies and asymptotics of probabilistic representations.

Felix Weitkämper

Proceedings of the International Conference on Logic Programming 2020 Workshop Proceedings co-located with 36th International Conference on Logic Programming (ICLP 2020), 2020