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determinantal point process

140 papers

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Also known as

DPP

Co-occurring keywords

subset selection (90) map inference (130) markov chain monte carlo (725) probabilistic modeling (852) kernel matrix (73) sampling algorithm (130) submodular optimization (261) bayesian optimization (624) kernel methods (1097) combinatorial optimization (1039)

Papers

Fast Mixing Markov Chains for Strongly Rayleigh Measures, DPPs, and Constrained Sampling NIPS 2016
How Do We Use Our Hands? Discovering a Diverse Set of Common Grasps CVPR 2015
Fixed-point algorithms for learning determinantal point processes ICML 2015
Inference for determinantal point processes without spectral knowledge NIPS 2015
Submodular Point Processes with Applications to Machine learning AISTATS 2015
Diverse Sequential Subset Selection for Supervised Video Summarization NIPS 2014
Learning the Parameters of Determinantal Point Process Kernels ICML 2014
Expectation-Maximization for Learning Determinantal Point Processes NIPS 2014
Fast Determinantal Point Process Sampling with Application to Clustering NIPS 2013
A Determinantal Point Process Latent Variable Model for Inhibition in Neural Spiking Data NIPS 2013
Nyström Approximation for Large-Scale Determinantal Processes AISTATS 2013
Approximate Inference in Continuous Determinantal Processes NIPS 2013
Priors for Diversity in Generative Latent Variable Models NIPS 2012
Near-Optimal MAP Inference for Determinantal Point Processes NIPS 2012
Structured Determinantal Point Processes NIPS 2010