2 papers
math.PR2026
Statistical Consistency of Discrete-to-Continuous Limits of Determinantal Point Processes
Hugo Jaquard, Nicolas Keriven
We investigate the limiting behavior of discrete determinantal point processes (DPPs) towards continuous DPPs when the size of the set to sample from goes to infinity. We propose a…
math.PR2024
Random Multi-Type Spanning Forests for Synchronization on Sparse Graphs
Hugo Jaquard, Pierre-Olivier Amblard, Simon Barthelmé +1
Random diffusions are a popular tool in Monte-Carlo estimations, with well established algorithms such as Walk-on-Spheres (WoS) going back several decades. In this work, we introdu…