Fabio's Blog

posts about my research & professional journey

Quantifying and Using Uncertainty in Deep Learning-based UAV Navigation

Quantifying and using uncertainty in Bayesian deep learning systems for robust UAV navigation

24 min read · November 03, 2025

2025 · Autonomous Navigation Uncertainty BayesianDeepLearning Systems
Probability & Statistics Fundamentals: Part I

Notes on Probability & Statistics Fundamentals

12 min read · April 13, 2020

2020 · probability statistics
Notes on Simple Approximate Inference in Bayesian Neural Networks

Notes on Uncertainty Estimation on Bayesian Neural Networks with a simple Approximate Bayesian Inference method, Monte Carlo Dropout.

9 min read · April 07, 2020

2020 · BayesianNeuralNetworks UncertaintyEstimation ApproximateBayesianInference · deep-learning-uncertainty
Welcome to my Blog!

1 min read · April 06, 2020

2020 · welcome content · community-messages
a distill-style blog post

an example of a distill-style blog post and main elements

25 min read · December 22, 2018

2018 · distill formatting