An oracle inequality for quasi-Bayesian nonnegative matrix factorization

Overview of attention for article published in Mathematical Methods of Statistics, May 2017

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PAC-Bayes-Chernoff bounds for unbounded losses

Preprint in arXiv (January 2024)

Generalization Bounds: Perspectives from Information Theory and PAC-Bayes

Preprint in arXiv (September 2023)

Bayesian nonnegative matrix factorization in an incremental manner for data representation

Article in Applied Intelligence (August 2022)

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