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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

Feasible Recourse Plan via Diverse Interpolation AISTATS 2023
A Unified Algorithm Framework for Unsupervised Discovery of Skills based on Determinantal Point Process NIPS 2023
Compositional Exemplars for In-context Learning ICML 2023
A Faster Sampler for Discrete Determinantal Point Processes AISTATS 2023
Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation AISTATS 2023
Kernel-Matrix Determinant Estimates from stopped Cholesky Decomposition JMLR 2023
Diverse Multi-Answer Retrieval with Determinantal Point Processes COLING 2022
One-Pass Algorithms for MAP Inference of Nonsymmetric Determinantal Point Processes ICML 2022
Scalable MCMC Sampling for Nonsymmetric Determinantal Point Processes ICML 2022
LDPP at the FinNLP-2022 ERAI Task: Determinantal Point Processes and Variational Auto-encoders for Identifying High-Quality Opinions from a pool of Social Media Posts EMNLP 2022
From Sampling to Optimization on Discrete Domains with Applications to Determinant Maximization COLT 2022
Hardness of Maximum Likelihood Learning of DPPs COLT 2022
DNS: Determinantal Point Process Based Neural Network Sampler for Ensemble Reinforcement Learning ICML 2022
Learning from the Dark: Boosting Graph Convolutional Neural Networks with Diverse Negative Samples AAAI 2022
Generating Diverse 3D Reconstructions From a Single Occluded Face Image CVPR 2022
Lazy and Fast Greedy MAP Inference for Determinantal Point Process NIPS 2022
Diversified Sampling for Batched Bayesian Optimization with Determinantal Point Processes AISTATS 2022
Unbiased estimators for random design regression JMLR 2022
Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel NIPS 2022
Determinantal point processes based on orthogonal polynomials for sampling minibatches in SGD NIPS 2021
How Certain is Your Transformer? EACL 2021
Determinantal Beam Search IJCNLP 2021
Determinantal Beam Search ACL 2021
Nonparametric estimation of continuous DPPs with kernel methods NIPS 2021
Diversity-Aware Batch Active Learning for Dependency Parsing NAACL 2021