Mariana Curi

According to our database, Mariana Curi authored at least 11 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

What rating they will probably give: A cognitive diagnosis approach for recommending items based on polytomous responses and latent attributes.

Fernanda Tostes Marana, Renato da Silva Fernandes, Jorge Luis Bazán Guzmán, André Carlos Ponce de Leon Ferreira de Carvalho, Mariana Curi

Expert Syst. Appl., 2024

Masked Autoencoder Transformer for Missing Data Imputation of PISA.

Guilherme Mendonça Freire, Mariana Curi

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2024

2023

Teste Adaptativo Multiestágio para o ENEM.

Gabriel Couto Tabak, Jean Piton-Gonçalves, Thales Akira Matsumoto Ricarte, Mariana Curi

Revista Brasileira de Informática na Educ., 2023

Unfairness in Machine Learning for Web Systems Applications.

Diego Minatel, Nícolas Roque dos Santos, Angelo Cesar Mendes da Silva, Mariana Curi, Ricardo Marcondes Marcacini, Alneu de Andrade Lopes

Proceedings of the 29th Brazilian Symposium on Multimedia and the Web, 2023

Fairness-Aware Model Selection Using Differential Item Functioning.

Diego Minatel, Antonio Rafael Sabino Parmezan, Mariana Curi, Alneu de Andrade Lopes

Proceedings of the International Conference on Machine Learning and Applications, 2023

DIF-SR: A Differential Item Functioning-Based Sample Reweighting Method.

Diego Minatel, Antonio Rafael Sabino Parmezan, Mariana Curi, Alneu de Andrade Lopes

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

2021

Estimation of multidimensional item response theory models with correlated latent variables using variational autoencoders.

Geoffrey A. Converse, Mariana Curi, Suely Oliveira, Jonathan Templin

Mach. Learn., 2021

Writing Proficiency Assessment: Regression Analysis of Item Response Theory supported by Machine Learning Techniques.

W. P. Silva, Elias de Oliveira, Mariana Curi, Jean-Rémi Bourguet

Proceedings of the XLVII Latin American Computing Conference, 2021

2019

Interpretable Variational Autoencoders for Cognitive Models.

Mariana Curi, Geoffrey A. Converse, Jeffrey Hajewski, Suely Oliveira

Proceedings of the International Joint Conference on Neural Networks, 2019

Variational Autoencoders for Baseball Player Evaluation.

Geoffrey A. Converse, Brooke Arnold, Mariana Curi, Suely Oliveira

Proceedings of the Fuzzy Systems and Data Mining V, 2019

Autoencoders for Educational Assessment.

Geoffrey A. Converse, Mariana Curi, Suely Oliveira

Proceedings of the Artificial Intelligence in Education - 20th International Conference, 2019