2 papers
cs.LG2024
YAMLE: Yet Another Machine Learning Environment
Martin Ferianc, Miguel Rodrigues
YAMLE: Yet Another Machine Learning Environment is an open-source framework that facilitates rapid prototyping and experimentation with machine learning (ML) models and methods. Th…
cs.LG2024
SAE: Single Architecture Ensemble Neural Networks
Martin Ferianc, Hongxiang Fan, Miguel Rodrigues
Ensembles of separate neural networks (NNs) have shown superior accuracy and confidence calibration over single NN across tasks. To improve the hardware efficiency of ensembles of…