Dropout as a Low-Rank Regularizer for Matrix Factorization

Jacopo Cavazza, Pietro Morerio, Benjamin D. Haeffele, Connor Lane, Vittorio Murino, René Vidal. Dropout as a Low-Rank Regularizer for Matrix Factorization. In Amos J. Storkey, Fernando Pérez-Cruz, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain. Volume 84 of Proceedings of Machine Learning Research, pages 435-444, PMLR, 2018. [doi]

Authors

Jacopo Cavazza

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Pietro Morerio

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Benjamin D. Haeffele

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Connor Lane

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Vittorio Murino

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René Vidal

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