dirichlet process

LangRef3DGS: Natural Language-Guided 3D Referential Segmentation from Partial Observations via 3D Gaussian Splatting CVPR 2026 Learning Label Distribution with Dirichlet Process Mixture Model AAAI 2026 Bayesian-Inspired Space-Time Superpixels ICCV 2025 Dirichlet Process-Based Robust Clustering Using the Median-of-Means Estimator IJCAI 2025 Global-Local Dirichlet Processes for Clustering Grouped Data in the Presence of Group-Specific Idiosyncratic Variables ICML 2025 Bayesian Nonparametrics Meets Data-Driven Distributionally Robust Optimization NeurIPS 2024 Continual learning of multi-modal dynamics with external memory L4DC 2024 Dirichlet process mixture model based on topologically augmented signal representation for clustering infant vocalizations Interspeech 2024 Graphical Dirichlet Process for Clustering Non-Exchangeable Grouped Data JMLR 2024 Random measure priors in Bayesian recovery from sketches JMLR 2024 Consistent Model-based Clustering using the Quasi-Bernoulli Stick-breaking Process JMLR 2023 Gaussian Processes with Errors in Variables: Theory and Computation JMLR 2023 Incorporating functional summary information in Bayesian neural networks using a Dirichlet process likelihood approach AISTATS 2023 Learning-augmented count-min sketches via Bayesian nonparametrics JMLR 2023 Nearest Neighbor Dirichlet Mixtures JMLR 2023 On Excess Mass Behavior in Gaussian Mixture Models with Orlicz-Wasserstein Distances ICML 2023 Bayesian Multinomial Logistic Normal Models through Marginally Latent Matrix-T Processes JMLR 2022 Bayesian Nonparametric Learning for Point Processes with Spatial Homogeneity: A Spatial Analysis of NBA Shot Locations ICML 2022 Common Failure Modes of Subcluster-based Sampling in Dirichlet Process Gaussian Mixture Models - and a Deep-learning Solution AISTATS 2022 Deep Dirichlet process mixture models UAI 2022 Differentiable Causal Discovery Under Latent Interventions CLeaR 2022 From Dirichlet to Rubin: Optimistic Exploration in RL without Bonuses ICML 2022 Infinite SCAN: An Infinite Model of Diachronic Semantic Change EMNLP 2022 Nonparametric exponential family graph embeddings for multiple representation learning UAI 2022 Nonparametric Sparse Tensor Factorization with Hierarchical Gamma Processes ICML 2022