TAGS: Uncertainty Estimation Bayesian Inference Active Learning Reinforcement Learning LLMs

• Mar 8, 2025 • Read time ~13 min

  Uncertainty in Deep Learning, p.1 (Intro)

  Advances in deep learning have solved complex problems across multiple domains, aided by increased computational access. Yet, understanding the inner workings of these models remains a challenge, with uncertainty estimation providing some insights. In this blog post, we explore the basics of uncertainty estimation and how it makes AI smarter and more reliable.