Here is a list of some courses I’ve delivered:
- A long intro course to Machine Learning delivered at the National Statistical Institute: David Ríos Insua, Victor Gallego Alcalá, Roi Naveiro Flores and Alberto Torres Barrán.
- An intro short course to Bayesian methods in AI: David Ríos Insua and Roi Naveiro Flores
- An intro short course to Machine Learning: David Ríos Insua and Roi Naveiro Flores.
A course in Risk Analysis delivered at Aalto (and Shanghai Science Tech)
- Lecture 0: Intro
- Lecture 1: Problem Structuring. IDs
- Lecture 2: Modeling beliefs
- Lecture 3: Modelling preferences under uncertainty. Utilities
- Lecture 4: Decision analytic computations
- Lecture 5: Framework for risk analysis, with applications
- Lecture 6: Noncooperative games
- Lecture 7: Adversarial risk analysis