Code for CoreDPP
Matlab M
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README.md
construct_rbf.m
decompose_kernel.m
elem_sympoly.m
get_coreset_kernel.m
getpoly_kernel.m
kppseeds_kernel.m
optimize_greedy_kernel.m
run_kernel.m
sample_code.m
sample_coredpp.m
sample_dpp.m
sample_k.m

README.md

CoreDPP

Code for CoreDPP, an approximate efficient sampling method of k-DPP. For the usage please see sample_code.m

Relevant paper:

Efficient Sampling for k-Determinantal Point Processes; Chengtao Li, Stefanie Jegelka, Suvrit Sra; Accepted to AISTATS 2016.