CV Lattes
Universidade Estadual de Campinas (UNICAMP). Instituto de Computação (IC) (Institutional affiliation from the last research proposal) Birthplace: Brazil
Rafael Figueiredo Prudencio in research grants and scholarships supported by FAPESP.
| News published in Agência FAPESP Newsletter about the researcher |
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One of the core objectives of machine learning is to learn useful represen- tations. A simple idea that has not been explored in many fields is to train representation-learning functions to maximize mutual information between its inputs and outputs. This idea is powerful because it enables learning features in an unsupervised manner. Unsupervised learning is extremely important in tasks w…
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