Djensemble: a cost-based selection and allocation of a disjoint ensemble of spatio-temporal models
R Pereira, Y Souto, A Chaves, R Zorilla… - Proceedings of the 33rd …, 2021 - dl.acm.org
Consider a set of black-box models–each of them independently trained on a different
dataset–answering the same predictive spatio-temporal query. Being built in isolation, each …
dataset–answering the same predictive spatio-temporal query. Being built in isolation, each …
CharNet: Generalized Approach for High-Complexity Character Classification
B Kriuk - arXiv preprint arXiv:2401.17098, 2024 - arxiv.org
Handwritten character recognition (HCR) is a challenging problem for machine learning
researchers. Unlike printed text data, handwritten character datasets have more variation …
researchers. Unlike printed text data, handwritten character datasets have more variation …
DJEnsemble: On the Selection of a Disjoint Ensemble of Deep Learning Black-Box Spatio-temporal Models
YM Souto, R Pereira, R Zorrilla, A Chaves… - arXiv preprint arXiv …, 2020 - arxiv.org
In this paper, we present a cost-based approach for the automatic selection and allocation of
a disjoint ensemble of black-box predictors to answer predictive spatio-temporal queries …
a disjoint ensemble of black-box predictors to answer predictive spatio-temporal queries …