The BLue Amazon Brain (BLAB): A Modular Architecture of Services about the Brazilian Maritime Territory

1 code implementation • 6 Sep 2022 • Paulo Pirozelli, Ais B. R. Castro, Ana Luiza C. de Oliveira, André S. Oliveira, Flávio N. Cação, Igor C. Silveira, João G. M. Campos, Laura C. Motheo, Leticia F. Figueiredo, Lucas F. A. O. Pellicer, Marcelo A. José, Marcos M. José, Pedro de M. Ligabue, Ricardo S. Grava, Rodrigo M. Tavares, Vinícius B. Matos, Yan V. Sym, Anna H. R. Costa, Anarosa A. F. Brandão, Denis D. Mauá, Fabio G. Cozman, Sarajane M. Peres

We describe the first steps in the development of an artificial agent focused on the Brazilian maritime territory, a large region within the South Atlantic also known as the Blue Amazon.

Question Answering

Speeding-up ProbLog's Parameter Learning

no code implementations • 25 Jul 2017 • Francisco H. O. V. de Faria, Arthur C. Gusmão, Fabio G. Cozman, Denis D. Mauá

ProbLog is a state-of-art combination of logic programming and probabilities; in particular ProbLog offers parameter learning through a variant of the EM algorithm.

Approximation Complexity of Maximum A Posteriori Inference in Sum-Product Networks

1 code implementation • 17 Mar 2017 • Diarmaid Conaty, Denis D. Mauá, Cassio P. de Campos

We discuss the computational complexity of approximating maximum a posteriori inference in sum-product networks.