Search Results for author: Fernando H. F. Camargo

Found 2 papers, 1 papers with code

Deep metric learning improves lab of origin prediction of genetically engineered plasmids

no code implementations24 Nov 2021 Igor M. Soares, Fernando H. F. Camargo, Adriano Marques, Oliver M. Crook

We also demonstrate that we can perform few-shot-learning and obtain $76\%$ top-10 accuracy using only $10\%$ of the sequences.

Few-Shot Learning Metric Learning

MARS-Gym: A Gym framework to model, train, and evaluate Recommender Systems for Marketplaces

2 code implementations30 Sep 2020 Marlesson R. O. Santana, Luckeciano C. Melo, Fernando H. F. Camargo, Bruno Brandão, Anderson Soares, Renan M. Oliveira, Sandor Caetano

Recommender Systems are especially challenging for marketplaces since they must maximize user satisfaction while maintaining the healthiness and fairness of such ecosystems.

Fairness Recommendation Systems

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