Showing cs.LGShow all
2 papers · 1 filter
cs.LG2022
Multi-objective hyperparameter optimization with performance uncertainty
Alejandro Morales-Hernández, Inneke Van Nieuwenhuyse, Gonzalo Nápoles
The performance of any Machine Learning (ML) algorithm is impacted by the choice of its hyperparameters. As training and evaluating a ML algorithm is usually expensive, the hyperpa…
cs.LG2021
Online learning of windmill time series using Long Short-term Cognitive Networks
Alejandro Morales-Hernández, Gonzalo Nápoles, Agnieszka Jastrzebska +2
Forecasting windmill time series is often the basis of other processes such as anomaly detection, health monitoring, or maintenance scheduling. The amount of data generated on wind…