Cleber Zanchettin

Visiting Associate Professor

Publications by Citations

Quantifying the impact of uninformative features on the performance of supervised classification and dimensionality reduction algorithms
Lei W, Zanchettin C, Ho ZE, Amaral LAN
APL Machine Learning 1, 046118 (2023)
Computational experiments with cellular-automata generated images reveal intrinsic limitations of convolutional neural networks on pattern recognition tasks
Lei W, Zanchettin C, Santos FAO, Amaral LAN
APL Machine Learning 2, 036102 (2024)
On the improvement of handwritten text line recognition with octave convolutional recurrent neural networks
Castro D, Zanchettin C, Amaral LAN
International Journal on Document Analysis and Recognition, (2024)
Adversarial training and attribution methods enable evaluation of robustness and interpretability of deep learning models for image classification
Santos FAO, Zanchettin C, Lei W, Amaral LAN
Physical Review E 110, 054310 (2024)