Pedro Zuidberg dos Martires

Articles in journals

• Zuidberg dos Martires, P. , De Raedt, L. & Kimmig, A. (2024). Declarative probabilistic logic programming in discrete-continuous domains.  Artificial Intelligence, 337. [BibTeX]
• Derkinderen, V. , Manhaeve, R. , Zuidberg dos Martires, P. & De Raedt, L. (2024). Semirings for probabilistic and neuro-symbolic logic programming.  International Journal of Approximate Reasoning, 171. [BibTeX]

Conference papers

• Venturato, G. , Derkinderen, V. , Zuidberg dos Martires, P. & De Raedt, L. (2024). Inference and Learning in Dynamic Decision Networks Using Knowledge Compilation. In: Michael Wooldridge; Jennifer Dy; Sriraam Natarajan,  Proceedings of the 38th AAAI Conference on Artificial Intelligence. Paper presented at 38th AAAI Conference on Artificial Intelligence (AAAI) / 36th Conference on Innovative Applications of Artificial Intelligence / 14th Symposium on Educational Advances in Artificial Intelligence, Vancouver, Canada, February 20-27, 2024. (pp. 20567-20576). AAAI Press. [BibTeX]
• Zuidberg dos Martires, P. (2024). Probabilistic Neural Circuits. In: Michael Wooldridge; Jennifer Dy; Sriraam Natarajan,  Proceedings of the 38th AAAI Conference on Artificial Intelligence. Paper presented at 38th AAAI Conference on Artificial Intelligence (AAAI) / 36th Conference on Innovative Applications of Artificial Intelligence / 14th Symposium on Educational Advances in Artificial Intelligence, Vancouver, Canada, February 20-27, 2024. (pp. 17280-17289). AAAI Press. [BibTeX]
• Hazra, R. , Zuidberg dos Martires, P. & De Raedt, L. (2024). SayCanPay: Heuristic Planning with Large Language Models Using Learnable Domain Knowledge. In: Michael Wooldridge; Jennifer Dy; Sriraam Natarajan,  Proceedings of the 38th AAAI Conference on Artificial Intelligence. Paper presented at 38th AAAI Conference on Artificial Intelligence (AAAI) / 36th Conference on Innovative Applications of Artificial Intelligence / 14th Symposium on Educational Advances in Artificial Intelligence, Vancouver, Canada, February 20-27, 2024. (pp. 20123-20133). AAAI Press. [BibTeX]
• De Smet, L. , Sansone, E. & Zuidberg dos Martires, P. (2023). Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick. In:  Proceedings of the Conference on Neural Information Processing Systems. Paper presented at 37th Annual Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, Louisiana, USA, December 10-16, 2023. Neural Information Processing Systems Foundation Inc.. [BibTeX]
• De Smet, L. , Zuidberg dos Martires, P. , Manhaeve, R. , Marra, G. , Kimmig, A. & De Raedt, L. (2023). Neural Probabilistic Logic Programming in Discrete-Continuous Domains. In: Robin J. Evans; Ilya Shpitser,  Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence. Paper presented at 39th Conference on Uncertainty in Artificial Intelligence (UAI 2023), Pittsburgh, Pennsylvania, USA, July 31 - August 4, 2023. (pp. 529-538). JMLR. [BibTeX]
• Verreet, V. , Derkinderen, V. , Zuidberg dos Martires, P. & De Raedt, L. (2022). Inference and Learning with Model Uncertainty in Probabilistic Logic Programs. In:  Proceedings of the 36th AAAI Conference on Artificial Intelligence. Paper presented at 36th AAAI Conference on Artificial Intelligence, (Virtual conference), February 22 - March 1, 2022. (pp. 10060-10069). AAAI Press. [BibTeX]