Sample Efficient Optimization

3 credits · Doctorat

Business and industry stakeholders rely on high-fidelity and costly to compute models to inform their decision making. This course surveys machine learning (ML) and operations research (OR) methods that enable cost-efficient and/or sample efficient decision making with such models.