Disclaimer: The notes and images from this post were taken from the books/works listed in the References section. The intention of this post is to provide a summary of Probability & Statistics....

Deep Neural Networks Uncertainty Disclaimer: The notes from this post were taken from the works listed in the References section. Figure 1: Deterministic Neural Network vs Bayesian Neural Networ...

The main topics I will cover are related to my research field as a Ph.D. Student: Uncertainty Estimation Methods in Deep Learning Bayesian Neural Networks, Deep Ensembles, Mixture De...