Subhroshekhar Ghosh

Fast determinantal sampling on general spaces and diffusion geometry

Hoang-Son Tran, Pranav Gupta, Subhroshekhar Ghosh

Determinantal point processes have recently emerged as a kernel-based alternative to standard independent sampling for constructing efficient minibatches, coresets, and other compact representations of large-scale datasets. In particular, sampling mechanisms based on DPPs are bel…Read more