OSUVA - Selaus tekijän "Tabarisaadi, Pegah" mukaan
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An Optimized Uncertainty-Aware Training Framework for Neural Networks
Tabarisaadi, Pegah; Khosravi, Abbas; Nahavandi, Saeid; Shafie-Khah, Miadreza; Catalão, João P. S. (IEEE, 25.10.2022)
articleUncertainty quantification (UQ) for predictions generated by neural networks (NNs) is of vital importance in safety-critical applications. An ideal model is supposed to generate low uncertainty for correct predictions and ...