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polya-gamma augmentation

6 papers

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Co-occurring keywords · papers mentioning both

bayesian inference (3) logistic model (1) pólya-gamma augmentation (1) logistic contextual bandit (1) correlation prior (1) stick-breaking representation (1) disease trajectory (1) multinomial distribution (1) dynamic topic model (1) time series segmentation (1)

Papers

Bayesian Inference in Recurrent Explicit Duration Switching Linear Dynamical Systems AISTATS 2025 GP-Tree: A Gaussian Process Classifier for Few-Shot Incremental Learning ICML 2021 Correlation Priors for Reinforcement Learning NeurIPS 2019 PG-TS: Improved Thompson Sampling for Logistic Contextual Bandits NeurIPS 2018 Cross-Corpora Unsupervised Learning of Trajectories in Autism Spectrum Disorders JMLR 2016 Dependent Multinomial Models Made Easy: Stick-Breaking with the Polya-gamma Augmentation NeurIPS 2015