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feature allocation

9 papers

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bayesian nonparametrics (5) indian buffet process (3) markov chain monte carlo (2) bayesian inference (2) variational inference (2) infinite mixture models (1) entropy agglomeration (1) partition statistics (1) probabilistic model (1) latent feature model (1)

Papers

SPLIDT: Partitioned Decision Trees for Scalable Stateful Inference at Line Rate NSDI 2026 Enriched mixtures of generalised Gaussian process experts AISTATS 2020 General Latent Feature Models for Heterogeneous Datasets JMLR 2020 Non-exchangeable feature allocation models with sublinear growth of the feature sizes AISTATS 2020 A Birth-Death Process for Feature Allocation ICML 2017 Poisson Random Fields for Dynamic Feature Models JMLR 2017 Beta Diffusion Trees ICML 2014 Restricting exchangeable nonparametric distributions NeurIPS 2013 Summary Statistics for Partitionings and Feature Allocations NeurIPS 2013