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compositional data

8 papers

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Co-occurring keywords · papers mentioning both

kernel methods (3) principal component analysis (2) probabilistic simplex (1) algorithmic discrimination (1) simplicial geometry (1) microbiome data (1) radial transformation (1) precision health (1) patient-specific weight (1) personalized interpretability (1)

Papers

Optimal Transport on Categorical Data for Conterfactuals Using Compositional Data and Dirichlet Transport IJCAI 2025 Scalable Inference for Bayesian Multinomial Logistic-Normal Dynamic Linear Models AISTATS 2025 Kernel Sufficient Dimension Reduction and Variable Selection for Compositional Data via Amalgamation ICML 2023 Reproducing Kernels and New Approaches in Compositional Data Analysis JMLR 2023 Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome NeurIPS 2022 Kernel Methods for Radial Transformed Compositional Data with Many Zeros ICML 2022 DeepCoDA: personalized interpretability for compositional health data ICML 2020 Representation Learning of Compositional Data NeurIPS 2018