Available Opportunities
Here you can find the positions, scholarships and opportunities available in the C4AI.
PhD scholarship for researching neuro-symbolic reasoning based on probabilistic logic programming REF:23PESQ-003
See the position requirements and send your resume.
Project title: Neural Inductive Logic Programming
Position: PhD research
Supervisor name: Denis Deratani Mauá
Type (JC, undergrad, master, PhD, PD): (PhD)
Scholarship Amount: from BRL$ 3694.80 to BRL$ 4572.90
Weekly Work Hours: 40 hours
Number of months: 36 months
Despite the impressive results obtained in the last decades, deep-learning based intelligent systems are still hard to build, debug and validate. Particularly, it is notoriously difficult to conciliate the output of such systems with business logic, legislation, security and safety rules and domain and commonsense knowledge. The project “Neural Inductive Logic Programming” ( https://www.ime.usp.br/~ddm/project/neuroproblog/) will develop the theoretical framework for building an improved neuro-symbolic reasoning system based on probabilistic logic programming, called DPASP. A brief description of the framework in its current state is found here: https://www.ime.usp.br/~ddm/project/neuroproblog/klricml2023.pdf and here: https://kamel.ime.usp.br/pages/learn_dpasp.
This PhD research shall develop new and more scalable inference algorithms for DPASP programs. The algorithms shall be evaluated on real-world problems involving probabilistic argumentation and text understanding. The scholarship is funded by the Sao Paulo Research (FAPESP) Grant PI 2022/02937-9. It is also connected to the research group on Knowledge Enhanced Machine Learning of the Center for Artificial Intelligence of USP, a research center co-funded by FAPESP e IBM Research (see https://c4ai.inova.usp.br/).
A connected history of the Middle Ages REF:23TT4-007
See the position requirements and send your resume.
Project title: A Connected History of the Middle Ages: Communication and Circulation from the Mediterranean (FAPESP process 21/02912-3).
Position: Technical Training Level 4 Scholarship
Supervisor name: Marcelo
Type (JC, undergrad, master, PhD, PD): (undergraduate)
Scholarship Amount: BRL$ 3.810.40
Weekly Work Hours: 40 hours
Number of months: 24 months
The selected candidate will work at the intersection of Data Science and History, assisting in the development of a georeferenced analytical digital platform and a data lake based on the information collected by the researchers of the Thematic Project.
Closed Opportunities
Here you can find the positions, scholarships and opportunities no available in the C4AI.
REFERÊNCIA | POSIÇÃO | PRAZO | PROJETO | DETALHES |
---|---|---|---|---|
REF:21PESQ001 | Líder de Captação de Recursos para Diversidade & Inclusão | ENCERRADO | Captação de Recursos para Diversidade & Inclusão | Clique aqui para ver os detalhes |
REF:22TT4-003 | Bolsista TT-4 para infraestrutura computacional | ENCERRADO | Infraestrutura computacional para dados, projetos e processamento de alto desempenho | Clique aqui para ver os detalhes |
REF:22PDR001 | Pós-doutorado em construção de modelos causais | ENCERRADO | Construção de modelos causais a partir de dados crus para tomada de decisões multicritério | Clique aqui para ver os detalhes |
REF:22PHD002 | Doutorado em construção de modelos causais | ENCERRADO | Construção de modelos causais a partir de dados crus para tomada de decisões multicritério | Clique aqui para ver os detalhes |
REF:22PESQ002 | Programa de iniciação científica para apoio a Diversidade & Inclusão | ENCERRADO | Seleção de discentes regulares de graduação da USP para participação no IC com bolsa de estudos para apoio à PID. | Clique aqui para ver os detalhes |
REF:23TT4-004 | Treinamento Técnico em Tecnologia da Informação | ENCERRADO | Implementar algoritmos de pesquisa em sistema de raciocínio automático que combina redes neurais e programas lógicos | Clique aqui para ver os detalhes |
REF:23TT4A-005 | Cientista de dados | ENCERRADO | Inteligência Artificial e Arquivos: Contribuições à História da Arte e às Humanidades Digitais | Clique aqui para ver os detalhes |
REF:23TT4A-006 | Desenvolvedor Web com Ênfase em Plataforma WordPress | ENCERRADO | Inteligência Artificial e Arquivos: Contribuições à História da Arte e às Humanidades Digitais | Clique aqui para ver os detalhes |