CMI Seminar: Eliza O'Reilly

Tuesday November 19, 2019 4:00 PM

Modeling Repulsion with Determinantal Point Processes

Speaker: Eliza O'Reilly, Caltech
Location: Annenberg 314

Determinantal point processes (DPPs) are a useful probabilistic model of point configurations exhibiting repulsion between points. They appear in random matrix theory and have found many applications including in machine learning for selecting diverse subsets. We will discuss the appealing properties of DPPs as well as a procedure for their simulation. I will then present a coupling result characterizing the repulsive effect of a point in a DPP, based on joint work with Jesper Møller.

Series Center for the Mathematics of Information (CMI) Seminar Series

Contact: Linda Taddeo at 626-395-6704
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