77 citations · 81 across the 7 of their papers we have counts for
3 papers · 1 filter
Pastprop-RNN: improved predictions of the future by correcting the past
André Baptista, Yassine Baghoussi, Carlos Soares +2
Forecasting accuracy is reliant on the quality of available past data. Data disruptions can adversely affect the quality of the generated model (e.g. unexpected events such as out-…
A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization
André F. Cruz, Pedro Saleiro, Catarina Belém +2
Considerable research effort has been guided towards algorithmic fairness but there is still no major breakthrough. In practice, an exhaustive search over all possible techniques a…
Building robust prediction models for defective sensor data using Artificial Neural Networks
Arvind Kumar Shekar, Cláudio Rebelo de Sá, Hugo Ferreira +1
Predicting the health of components in complex dynamic systems such as an automobile poses numerous challenges. The primary aim of such predictive systems is to use the high-dimens…