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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

Efficient Diversified Mini-Batch Selection using Variable High-layer Features ACML 2019
Learning Determinantal Point Processes in Sublinear Time AISTATS 2018
Tagging Like Humans: Diverse and Distinct Image Annotation CVPR 2018
Maximizing Induced Cardinality Under a Determinantal Point Process NIPS 2018
Exponentiated Strongly Rayleigh Distributions NIPS 2018
Leveraged volume sampling for linear regression NIPS 2018
Fast Greedy MAP Inference for Determinantal Point Process to Improve Recommendation Diversity NIPS 2018
Learning Signed Determinantal Point Processes through the Principal Minor Assignment Problem NIPS 2018
Fair and Diverse DPP-Based Data Summarization ICML 2018
Learning Detection With Diverse Proposals CVPR 2017
Rates of estimation for determinantal point processes COLT 2017
Query-Focused Video Summarization: Dataset, Evaluation, and a Memory Network Based Approach CVPR 2017
Batched High-dimensional Bayesian Optimization via Structural Kernel Learning ICML 2017
Learning Determinantal Point Processes with Moments and Cycles ICML 2017
Faster Greedy MAP Inference for Determinantal Point Processes ICML 2017
Zonotope Hit-and-run for Efficient Sampling from Projection DPPs ICML 2017
Diverse Image Annotation CVPR 2017
Determinantal Regularization for Ensemble Variable Selection AISTATS 2016
Batched Gaussian Process Bandit Optimization via Determinantal Point Processes NIPS 2016
Gaussian quadrature for matrix inverse forms with applications ICML 2016
Learning Probabilistic Submodular Diversity Models Via Noise Contrastive Estimation AISTATS 2016
Fast DPP Sampling for Nystrom with Application to Kernel Methods ICML 2016
Monte Carlo Markov Chain Algorithms for Sampling Strongly Rayleigh Distributions and Determinantal Point Processes COLT 2016
Efficient Sampling for k-Determinantal Point Processes AISTATS 2016
Kronecker Determinantal Point Processes NIPS 2016