Know Where To Drop Your Weights: Towards Faster Uncertainty Estimation

Akshatha Kamath, Dwaraknath Gnaneshwar, Matias Valdenegro-Toro

Estimating epistemic uncertainty of models used in low-latency applications and Out-Of-Distribution samples detection is a challenge due to the computationally demanding nature of…