83 citations · 332 across the 27 of their papers we have counts for
3 papers · 1 filter
Determinantal Point Processes for Coresets
Nicolas Tremblay, Simon Barthelmé, Pierre-Olivier Amblard
When faced with a data set too large to be processed all at once, an obvious solution is to retain only part of it. In practice this takes a wide variety of different forms, and am…
Asymptotic Equivalence of Fixed-size and Varying-size Determinantal Point Processes
Simon Barthelmé, Pierre-Olivier Amblard, Nicolas Tremblay
Determinantal Point Processes (DPPs) are popular models for point processes with repulsion. They appear in numerous contexts, from physics to graph theory, and display appealing th…
Optimized Algorithms to Sample Determinantal Point Processes
Nicolas Tremblay, Simon Barthelme, Pierre-Olivier Amblard
In this technical report, we discuss several sampling algorithms for Determinantal Point Processes (DPP). DPPs have recently gained a broad interest in the machine learning and sta…