Angelos Filos

Benchmarking Bayesian Deep Learning on Diabetic Retinopathy Detection Tasks

2022 · arXiv (Cornell University)

Bayesian deep learning seeks to equip deep neural networks with the ability to precisely quantify their predictive uncertainty, and has promised to make deep learning more reliable for safety-critical real-world applications. Yet, existing Bayesian deep …