High-cardinality categorical covariates in network regressions

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Publication:6670094

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DOI10.1007/s42081-024-00243-4MaRDI QIDQ6670094

Ronald Richman, Mario V. Wüthrich

Publication date: 22 January 2025

Published in: Japanese Journal of Statistics and Data Science (Search for Journal in Brave)

zbMATH Keywords

transformer regularization neural network recurrent neural network variational inference random-effects model categorical covariates ridge regularization categorical features entity embedding embedding layer attention layer Gaussian mean field posterior high-cardinality features nominal features

Mathematics Subject Classification ID

Statistics (62-XX)

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