nonparametric bayesian

Efficient Non-parametric Bayesian Hawkes Processes IJCAI 2019 Low-Complexity Nonparametric Bayesian Online Prediction with Universal Guarantees NeurIPS 2019 Nonparametric Bayesian Aggregation for Massive Data JMLR 2019 Nonparametric Regressive Point Processes Based on Conditional Gaussian Processes NeurIPS 2019 Scalable inference of topic evolution via models for latent geometric structures NeurIPS 2019 Nested CRP with Hawkes-Gaussian Processes AISTATS 2018 Nonparametric Bayesian Lomax delegate racing for survival analysis with competing risks NeurIPS 2018 Nonparametric Bayesian sparse graph linear dynamical systems AISTATS 2018 Permuted and Augmented Stick-Breaking Bayesian Multinomial Regression JMLR 2018 Rectangular Bounding Process NeurIPS 2018 Small-Variance Asymptotics for Nonparametric Bayesian Overlapping Stochastic Blockmodels IJCAI 2018 A Density-based Nonparametric Model for Online Event Discovery from the Social Media Data IJCAI 2017 Convergence rates of a partition based Bayesian multivariate density estimation method NeurIPS 2017 Deep Multi-task Gaussian Processes for Survival Analysis with Competing Risks NeurIPS 2017 Event extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word Embeddings EACL 2017 Latent Feature Lasso ICML 2017 Learning Nonparametric Forest Graphical Models with Prior Information AISTATS 2017 Noise-Clustered Distant Supervision for Relation Extraction: A Nonparametric Bayesian Perspective EMNLP 2017 Probabilistic Temporal Subspace Clustering CVPR 2017 Tensor-Dictionary Learning with Deep Kruskal-Factor Analysis AISTATS 2017 A Nonparametric Bayesian Approach for Spoken Term Detection by Example Query Interspeech 2016 A Non-parametric Learning Method for Confidently Estimating Patient's Clinical State and Dynamics NeurIPS 2016 Data-driven learning of symbolic constraints for a log-linear model in a phonological setting COLING 2016 Flexible Models for Microclustering with Application to Entity Resolution NeurIPS 2016 Gaussian process nonparametric tensor estimator and its minimax optimality ICML 2016