On Sampling and Greedy MAP Inference of Constrained Determinantal Point Processes

6 Jul 2016Tarun KathuriaAmit Deshpande

Subset selection problems ask for a small, diverse yet representative subset of the given data. When pairwise similarities are captured by a kernel, the determinants of submatrices provide a measure of diversity or independence of items within a subset... (read more)

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