Bingbing Ni

Evaluating and Boosting Uncertainty Quantification in Classification

2019 · arXiv (Cornell University)

Emergence of artificial intelligence techniques in biomedical applications urges the researchers to pay more attention on the uncertainty quantification (UQ) in machine-assisted medical decision making. For classification tasks, prior studies on UQ are difficult to …