On two ways to use determinantal point processes for Monte Carlo integration
Guillaume Gautier, Rémi Bardenet, Michal Valko
–Neural Information Processing Systems
When approximating an integral by a weighted sum of function evaluations, de-terminantal point processes (DPPs) provide a way to enforce repulsion between the evaluation points. This negative dependence is encoded by a kernel.
Neural Information Processing Systems
Oct-2-2025, 07:40:50 GMT