54 citations · 151 across the 13 of their papers we have counts for
Showing 2016 · cs.DSShow all
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cs.DS2016★ 6 cited
On the Complexity of Constrained Determinantal Point Processes
L. Elisa Celis, Amit Deshpande, Tarun Kathuria +2
Determinantal Point Processes (DPPs) are probabilistic models that arise in quantum physics and random matrix theory and have recently found numerous applications in computer scien…
cs.DS2016★ 8 cited
On Sampling and Greedy MAP Inference of Constrained Determinantal Point Processes
Tarun Kathuria, Amit 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…