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dirichlet process

132 papers

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DP

Co-occurring keywords

bayesian nonparametrics (175) bayesian inference (1904) mixture model (262) variational inference (2069) nonparametric bayesian (124) bayesian nonparametric (137) gibbs sampling (201) markov chain monte carlo (724) dirichlet process mixture (24) gaussian process (1198)

Papers

Nonparametric Decomposition of Sparse Tensors ICML 2021
Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet Process ICCV 2021
Infinite Gaussian Mixture Modeling with an Improved Estimation of the Number of Clusters AAAI 2021
Nonparametric graphical model for counts JMLR 2020
Infinite ShapeOdds: Nonparametric Bayesian Models for Shape Representations AAAI 2020
Graph Embedded Pose Clustering for Anomaly Detection CVPR 2020
On Application of Bayesian Parametric and Non-parametric Methods for User Cohorting in Product Search ACL 2020
Interaction Detection with Bayesian Decision Tree Ensembles AISTATS 2019
Reconciling meta-learning and continual learning with online mixtures of tasks NIPS 2019
Scalable Nonparametric Sampling from Multimodal Posteriors with the Posterior Bootstrap ICML 2019
DP-GP-LVM: A Bayesian Non-Parametric Model for Learning Multivariate Dependency Structures ICML 2019
Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach AISTATS 2019
Calibrated Approximate Bayesian Inference ICML 2019
Efficiently Sampling from Underlying Models RSS 2018
A Bayesian Nonparametric View on Count-Min Sketch NIPS 2018
Large-Scale Stochastic Sampling from the Probability Simplex NIPS 2018
Full Bayesian Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery INTERSPEECH 2018
Hierarchical Dirichlet Gaussian Marked Hawkes Process for Narrative Reconstruction in Continuous Time Domain EMNLP 2018
YASS: Yet Another Spike Sorter NIPS 2017
From Patches to Images: A Nonparametric Generative Model ICML 2017
Nonlinear Maximum Margin Multi-View Learning with Adaptive Kernel IJCAI 2017
Infinite Variational Autoencoder for Semi-Supervised Learning CVPR 2017
Discovering Relevance-Dependent Bicluster Structure from Relational Data IJCAI 2017
Discriminative Bayesian Nonparametric Clustering IJCAI 2017
A Density-based Nonparametric Model for Online Event Discovery from the Social Media Data IJCAI 2017