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20242026
most citedStatistical inference for quantum singular models

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stat.ML2026

Singularities of Non-negative Matrix Factorization and their application to Bayesian inference

Naoki Hayashi, Yota Maeda, Yasushi Esaki

Non-negative matrix factorization (NMF) is a singular statistical model whose Bayesian asymptotics are governed by the real log canonical threshold (RLCT). We study the local geome…