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Vincent Derkinderen
Vincent Derkinderen
PhD student, DTAI, KU Leuven
Geverifieerd e-mailadres voor kuleuven.be - Homepage
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Algebraic circuits for decision theoretic inference and learning
V Derkinderen, L De Raedt
ECAI 2020, 2569-2576, 2020
52020
Transforming Probabilistic Programs into Algebraic Circuits for Inference and Learning
PM Zuidberg Dos Martires, V Derkinderen, R Manhaeve, W Meert, ...
Program Transformations for Machine Learning, NeurIPS 2019, Location: Vancouver, 2019
3*2019
Ordering Variables for Weighted Model Integration
V Derkinderen, E Heylen, P Zuidberg Dos Martires, S Kolb, L De Raedt
Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence, 2020
22020
Symmetric Component Caching for Model Counting on Combinatorial Instances
T Van Bremen, V Derkinderen, S Sharma, S Roy, KS Meel
Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 3922-3930, 2021
12021
Inference and Learning with Model Uncertainty in Probabilistic Logic Programs
V Verreet, V Derkinderen, PZ Dos Martires, L De Raedt
Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 10060 …, 2022
2022
Towards Tractable Dynamic Decision Making With Circuits
G Venturato, V Derkinderen, P Zuidberg Dos Martires, L De Raedt
5th Workshop on Tractable Probabilistic Modeling, Location: Eindhoven, 2022
2022
From Probabilistic NetKAT to ProbLog: New Algorithms for Inference and Learning in Probabilistic Networks
B van den Berg, T Van Bremen, V Derkinderen, A Kimmig, T Schrijvers, ...
International Conference on Probabilistic Programming, Location: Online, 2021
2021
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Artikelen 1–7