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Pedro Zuidberg Dos Martires
Pedro Zuidberg Dos Martires
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Exact and Approximate Weighted Model Integration with Probability Density Functions Using Knowledge Compilation
P Zuidberg Dos Martires, A Dries, L De Raedt
Proceedings of the 30th Conference on Artificial Intelligence, 2019
38*2019
Semantic Relational Object Tracking
A Persson, P Zuidberg Dos Martires, A Loutfi, L De Raedt
arXiv preprint arXiv:1902.09937, 2019
152019
How to Exploit Structure while Solving Weighted Model Integration Problems
S Kolb, P Zuidberg Dos Martires, L De Raedt
UAI 2019 Proceedings, 2019
102019
The pywmi framework and toolbox for probabilistic inference using weighted model integration
S Kolb, P Morettin, P Zuidberg Dos Martires, F Sommavilla, A Passerini, ...
https://www. ijcai. org/proceedings/2019/, 2019
102019
Knowledge Compilation with Continuous Random Variables and its Application in Hybrid Probabilistic Logic Programming
P Zuidberg Dos Martires, A Dries, L De Raedt
arXiv preprint arXiv:1807.00614, 2018
9*2018
Symbolic learning and reasoning with noisy data for probabilistic anchoring
P Zuidberg Dos Martires, N Kumar, A Persson, A Loutfi, L De Raedt
Frontiers in Robotics and AI 7, 100, 2020
42020
Transforming Probabilistic Programs into Algebraic Circuits for Inference and Learning
P Zuidberg Dos Martires, V Derkinderen, R Manhaeve, W Meert, ...
32019
Relational symbol grounding through affordance learning: An overview of the reground project
L Antanas, OA Can, J Davis, L De Raedt, A Loutfi, A Persson, A Saffiotti, ...
International Workshop on Grounding Language Understanding (GLU). Stockholm …, 2017
32017
Hybrid probabilistic inference with logical and algebraic constraints: a survey
P Morettin, P Zuidberg Dos Martires, S Kolb, A Passerini
Proceedings of the 30th International Joint Conference on Artificial …, 2021
22021
Ordering Variables for Weighted Model Integration
V Derkinderen, E Heylen, P Zuidberg Dos Martires, S Kolb, L Raedt
Conference on Uncertainty in Artificial Intelligence, 879-888, 2020
22020
Differentiation and weighted model integration
P Zuidberg Dos Martires
The 1st Workshop on Deep Continuous-Discrete Machine Learning@ ECML …, 2019
22019
Neural Semirings.
PZ Dos Martires
NeSy, 94-103, 2021
12021
PROBANCH: a Modular Probabilistic Anchoring Framework
A Persson, P Zuidberg Dos Martires, L De Raedt, A Loutfi
12020
Monte Carlo Anti-Differentiation for Approximate Weighted Model Integration
P Zuidberg Dos Martires, S Kolb
arXiv preprint arXiv:2001.04566, 2020
12020
Learning from Implicit Information in Natural Language Instructions for Robotic Manipulations
OA Can, P Zuidberg Dos Martires, A Persson, J Gaal, A Loutfi, L De Raedt, ...
arXiv preprint arXiv:1904.13324, 2019
12019
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
Measure Theoretic Weighted Model Integration
I Miosic, PZD Martires
arXiv preprint arXiv:2103.13901, 2021
2021
From Atoms to Possible Worlds: Probabilistic Inference in the Discrete-Continuous Domain
P Zuidberg Dos Martires
2020
Reactive Probabilistic Programming
P Zuidberg Dos Martires, S Dumancic
The International Conference on Probabilistic Programming, Location: Boston …, 2018
2018
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Artikelen 1–20