Dumitru Erhan, Yoshua Bengio, Aaron Courville, Pierre-Antoine Manzagol, Pascal Vincent et Samy Bengio, « Why Does Unsupervised Pre-training Help Deep Learning? », The Journal of Machine Learning Research, vol. 11, , p. 625–660 (ISSN1532-4435, lire en ligne)
Andrea Frome, Greg S. Corrado, Jonathon Shlens, Samy Bengio, Jeffrey Dean, Marc'Aurelio Ranzato et Tomas Mikolov, « DeViSE: a deep visual-semantic embedding model », Curran Associates Inc., Lake Tahoe, Nevada, , p. 2121–2129 (lire en ligne)
Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht et Oriol Vinyals, « Understanding deep learning (still) requires rethinking generalization », Communications of the ACM, vol. 64, no 3, , p. 107–115 (ISSN0001-0782, DOI10.1145/3446776, S2CID231991101)
Dumitru Erhan, Yoshua Bengio, Aaron Courville, Pierre-Antoine Manzagol, Pascal Vincent et Samy Bengio, « Why Does Unsupervised Pre-training Help Deep Learning? », The Journal of Machine Learning Research, vol. 11, , p. 625–660 (ISSN1532-4435, lire en ligne)
Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht et Oriol Vinyals, « Understanding deep learning (still) requires rethinking generalization », Communications of the ACM, vol. 64, no 3, , p. 107–115 (ISSN0001-0782, DOI10.1145/3446776, S2CID231991101)
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Ronan Collobert, Samy Bengio et Johnny Marithoz, Torch: A Modular Machine Learning Software Library, (CiteSeerx10.1.1.8.9850)
Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht et Oriol Vinyals, « Understanding deep learning (still) requires rethinking generalization », Communications of the ACM, vol. 64, no 3, , p. 107–115 (ISSN0001-0782, DOI10.1145/3446776, S2CID231991101)