determinantal point process

Query-Focused Video Summarization: Dataset, Evaluation, and a Memory Network Based Approach CVPR 2017 Rates of estimation for determinantal point processes COLT 2017 Zonotope Hit-and-run for Efficient Sampling from Projection DPPs ICML 2017 Batched Gaussian Process Bandit Optimization via Determinantal Point Processes NeurIPS 2016 Determinantal Regularization for Ensemble Variable Selection AISTATS 2016 Efficient Sampling for k-Determinantal Point Processes AISTATS 2016 Fast DPP Sampling for Nystrom with Application to Kernel Methods ICML 2016 Fast Mixing Markov Chains for Strongly Rayleigh Measures, DPPs, and Constrained Sampling NeurIPS 2016 Gaussian quadrature for matrix inverse forms with applications ICML 2016 Kronecker Determinantal Point Processes NeurIPS 2016 Learning Probabilistic Submodular Diversity Models Via Noise Contrastive Estimation AISTATS 2016 Monte Carlo Markov Chain Algorithms for Sampling Strongly Rayleigh Distributions and Determinantal Point Processes COLT 2016 Fixed-point algorithms for learning determinantal point processes ICML 2015 How Do We Use Our Hands? Discovering a Diverse Set of Common Grasps CVPR 2015 Inference for determinantal point processes without spectral knowledge NeurIPS 2015 Sampling from Probabilistic Submodular Models NeurIPS 2015 Submodular Point Processes with Applications to Machine learning AISTATS 2015 Diverse Sequential Subset Selection for Supervised Video Summarization NeurIPS 2014 Expectation-Maximization for Learning Determinantal Point Processes NeurIPS 2014 From MAP to Marginals: Variational Inference in Bayesian Submodular Models NeurIPS 2014 Learning the Parameters of Determinantal Point Process Kernels ICML 2014 A Determinantal Point Process Latent Variable Model for Inhibition in Neural Spiking Data NeurIPS 2013 Approximate Inference in Continuous Determinantal Processes NeurIPS 2013 Fast Determinantal Point Process Sampling with Application to Clustering NeurIPS 2013 Nyström Approximation for Large-Scale Determinantal Processes AISTATS 2013