Publications

You can find my articles on my Google Scholar profile.

Journal articles

Exploring Multiobjective Training in Multiclass Classification

Published In Neurocomputing, 2021 Paper Bibtex

Bio-Inspired Analysis of Deep Learning on Not-So-Big Data Using Data-Prototypes

Published In Frontiers in Computational Neuroscience, 2019 Paper Bibtex Code

Jouez Avec Les Neurones de La Machine

Published In Blog Binaire LeMonde.fr, 2017 Paper Bibtex

Conference papers

Using Prototypes to Improve Convolutional Networks Interpretability

Published In Annual Conference on Neural Information Processing Systems: Transparent and Interpretable Machine Learning in Safety Critical Environments Workshop, 2017 Paper Bibtex

Ensemble for Collaborative Filtering Based on Random Projections and Boolean Matrix Factorization

Published In Proceedings of the 15th IASTED International Conference on Intelligent Systems and Control, ISC 2016, 2016 Paper Bibtex

Master’s and PhD thesis

Interactions between hierarchical learning and visual system modeling : image classification on small datasets.

Published At Université de Bordeaux, 2020 Paper Bibtex

Co-clustering in collaborative filtering committees and in brain activity analysis

Published At University of Campinas, 2016 Paper Bibtex

Scientific and technical reports

Neurosmart, une histoire de cerveau et de passionné.e.s de science

Published At Inria, 2020 Paper Bibtex

Recurrent Neural Network Weight Estimation through Backward Tuning

Published At INRIA, 2017 Paper Bibtex

Thalita Drumond