92 citations · 260 across the 17 of their papers we have counts for
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cs.LG2022★ 1 cited
Improving Data Quality with Training Dynamics of Gradient Boosting Decision Trees
Moacir Antonelli Ponti, Lucas de Angelis Oliveira, Mathias Esteban +3
Real world datasets contain incorrectly labeled instances that hamper the performance of the model and, in particular, the ability to generalize out of distribution. Also, each exa…
cs.SD2022★ 2 cited
Implementing simple spectral denoising for environmental audio recordings
Fábio Felix Dias, Moacir Antonelli Ponti, Rosane Minghim
This technical report details changes applied to a noise filter to facilitate its application and improve its results. The filter is applied to denoise natural sounds recorded in t…