Welcome to my Blog!

Created on April 06, 2020

2020   ·   welcome   content   ·   community-messages

The main topics I will cover are related to my research field as a Ph.D. Student:

  1. Uncertainty Estimation Methods in Deep Learning
    • Bayesian Neural Networks, Deep Ensembles, Mixture Density Networks,…
  2. Quality Metrics for Uncertainty Estimation
  3. Autonomous Vehicles, Safety-Critical Systems, Autonomous Systems, …
  4. Run-Time Monitoring/Verification
  5. AI Safety


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  • Probability & Statistics Fundamentals: Part I
  • Notes on Simple Approximate Inference in Bayesian Neural Networks
  • a distill-style blog post