Sum Product Algorithm for Machine Learning

• Grant number: 22/14386-7
• Support Opportunities: Research Grants - Visiting Researcher Grant - Brazil
• Start date: March 01, 2023
• End date: July 31, 2023
• Field of knowledge: Engineering - Electrical Engineering - Telecommunications
• Principal Investigator: Marcelo da Silva Pinho
• Grantee: Marcelo da Silva Pinho
• Visiting researcher: Weiler Alves Finamore
• Visiting researcher institution: Universidade Federal de Juiz de Fora (UFJF). Faculdade de Engenharia, Brazil
• Host Institution: Divisão de Engenharia Eletrônica (IEE). Instituto Tecnológico de Aeronáutica (ITA). Ministério da Defesa (Brasil). São José dos Campos , SP, Brazil
• Associated research grant: 20/09838-0 - BI0S - Brazilian Institute of Data Science, AP.PCPE

Abstract

The Sum Product Algorithm can be seen as the basis of several algorithms in the areas of Artificial Intelligence, Digital Signal Processing and Telecommunications. This proposal aims to add new strategies in the track called "Methods" of the Brazilian Institute fo Data Science (BIOS), which is a Center for Applied Research in Artificial Intelligence, created in response to the first call of proposals FAPESP-MCTIC-CGI.BR. (AU)