Data-Driven (Multi-Objective) Bayesian Optimisation

ESSAI 2026

Instructor: Tinkle Chugh
Affiliation: University of Exeter, UK

Welcome to the course website. Materials will be uploaded daily.

Course Structure

• Day 1: Intro to (multi-objective) Optimisation
• Day 2: Foundations of Gaussian Processes
• Day 3: Exploitation and Exploration Trade-off
• Day 4: Multi-objective Bayesian Optimisation and Summary