93 citations · 275 across the 17 of their papers we have counts for
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cs.LG2015★ 48 cited
Diversity Networks: Neural Network Compression Using Determinantal Point Processes
Zelda Mariet, Suvrit Sra
We introduce Divnet, a flexible technique for learning networks with diverse neurons. Divnet models neuronal diversity by placing a Determinantal Point Process (DPP) over neurons i…
cs.LG2015★ 18 cited
Fixed-point algorithms for learning determinantal point processes
Zelda Mariet, Suvrit Sra
Determinantal point processes (DPPs) offer an elegant tool for encoding probabilities over subsets of a ground set. Discrete DPPs are parametrized by a positive semidefinite matrix…