MAP Inference for Customized DPP via MIPS

MATLAB implementation for MAP Inference for Customized Determinantal Point Processes via Maximum Inner Product Search (AISTATS 2020, paper, video)

Installation

Run startup.m to add paths:

>> install

Usage

Run main.m for the synthetic experiments (See Section 4.1 in paper)

>> main

The hyperparameters (e.g., depth of trees, number of clusters and etc) can be set to other values. Check the line 4-17 in main.m.