Uncertainty-Aware Deep Learning for Genomics Applications: Insights from an Empirical Study

Sepideh Saran, Mahsa Ghanbari, Uwe Ohler

Deep learning models have emerged as the standard computational tool for a wide range of applications in genomics. Yet, uncertainty quantification (UQ) -- and more specifically, th…