About

Essays on induction, inference, and the search for useful representations.

Author

Alex Towell

• Blog: metafunctor.com
• GitHub: github.com/queelius
• Email: queelius@gmail.com

Repository

Source: github.com/queelius/the-learning-problem

Key Ideas

• All induction is Bayesian inference with different knobs
• The simplest learning is incomputable, forcing approximations
• Priors, architectures, and objectives shape intelligence
• Learning is constrained search through hypothesis space

License

MIT