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Felix Weitkämper
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An asymptotic analysis of probabilistic logic programming, with implications for expressing projective families of distributions
FQ Weitkämper
Theory and Practice of Logic Programming 21 (6), 802-817, 2021
92021
Scaling the weight parameters in Markov logic networks and relational logistic regression models
F Weitkämper
arXiv preprint arXiv:2103.15140, 2021
82021
Exploiting the Full Power of Pearl's Causality in Probabilistic Logic Programming.
K Rückschloß, F Weitkämper
ICLP Workshops, 2022
72022
Asymptotic elimination of partially continuous aggregation functions in directed graphical models
V Koponen, F Weitkämper
Information and Computation 293, 105061, 2023
42023
Modelling Infectious Disease Dynamics with Probabilistic Logic Programming.
F Weitkämper, B Sarbu, K Sun
ICLP Workshops, 2021
22021
Statistical Relational Structure Learning with Scaled Weight Parameters
F Weitkämper, D Ravdin, R Fabry
International Conference on Inductive Logic Programming, 139-153, 2023
12023
Projective families of distributions revisited
F Weitkämper
International Journal of Approximate Reasoning 162, 109031, 2023
12023
On the independencies hidden in the structure of a probabilistic logic program
K Rückschloß, F Weitkämper
arXiv preprint arXiv:2308.15865, 2023
12023
“What if?” in Probabilistic Logic Programming
R Kiesel, K RÜCKSCHLO, F Weitkämper
Theory and Practice of Logic Programming 23 (4), 884-899, 2023
12023
asymptoticplp: Approximating probabilistic logic programs on large domains
BL Quach, F Weitkämper
ICLP, 2023
12023
On the relative asymptotic expressivity of inference frameworks
V Koponen, F Weitkämper
arXiv preprint arXiv:2204.09457, 2022
12022
Reasoning about Independence in Open Universe Probabilistic Logic Programs.
K Rückschloß, F Weitkämper
ICLP Workshops, 2021
12021
Understanding Domain-Size Generalization in Markov Logic Networks
F Chen, F Weitkämper, S Malhotra
arXiv preprint arXiv:2403.15933, 2024
2024
SimPLoID: Harnessing probabilistic logic programming for infectious disease epidemiology
F Weitkämper, A Almiftah, K Sun
arXiv preprint arXiv:2312.00934, 2023
2023
What Do Counterfactuals Say About the World? Reconstructing Probabilistic Logic Programs from Answers to “What If?” Queries
K Rückschloß, F Weitkämper
International Conference on Inductive Logic Programming, 93-108, 2023
2023
" Would life be more interesting if I were in AI?" Answering Counterfactuals based on Probabilistic Inductive Logic Programming
K Rückschloß, F Weitkämper
arXiv preprint arXiv:2308.15883, 2023
2023
A general approach to asymptotic elimination of aggregation functions and generalized quantifiers
V Koponen, F Weitkaemper
arXiv preprint arXiv:2304.07865, 2023
2023
The generalised distribution semantics and projective families of distributions
F Weitkämper
arXiv preprint arXiv:2211.06751, 2022
2022
Functional lifted Bayesian networks: statistical relational learning and reasoning with relative frequencies
F Weitkämper
International Conference on Inductive Logic Programming, 142-156, 2022
2022
Projectivity revisited
F Weitkämper
arXiv preprint arXiv:2207.00625, 2022
2022
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