output
20112026
most citedPredicting student performance using sequence classification with time-based windows

33 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2023 · cs.LGShow all

2 papers · 2 filters

cs.LG2023★ 18 cited

OWAdapt: An adaptive loss function for deep learning using OWA operators

Sebastián Maldonado, Carla Vairetti, Katherine Jara +2

In this paper, we propose a fuzzy adaptive loss function for enhancing deep learning performance in classification tasks. Specifically, we redefine the cross-entropy loss to effect…

cs.LG2023

One-step learning algorithm selection for classification via convolutional neural networks

Sebastian Maldonado, Carla Vairetti, Ignacio Figueroa

As with any task, the process of building machine learning models can benefit from prior experience. Meta-learning for classifier selection leverages knowledge about the characteri…