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Dropout: a simple way to prevent neural networks from overfitting.

, , , , и . Journal of Machine Learning Research, 15 (1): 1929-1958 (2014)

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Ruslan Gurtoviy

Ruslan Zinetullin

Ruslan Temirov

Ruslan Kotchetkov

Ruslan Serebrinski

 

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Learning with Hierarchical-Deep Models., , и . IEEE Trans. Pattern Anal. Mach. Intell., 35 (8): 1958-1971 (2013)Bayesian probabilistic matrix factorization using Markov chain Monte Carlo., и . ICML, том 307 из ACM International Conference Proceeding Series, стр. 880-887. ACM, (2008)Evaluation methods for topic models., , , и . ICML, том 382 из ACM International Conference Proceeding Series, стр. 1105-1112. ACM, (2009)The Omniglot Challenge: A 3-Year Progress Report., , и . CoRR, (2019)On the Quantitative Analysis of Decoder-Based Generative Models., , , и . ICLR (Poster), OpenReview.net, (2017)Active Neural Localization., , и . ICLR (Poster), OpenReview.net, (2018)Point Cloud GAN., , , , и . DGS@ICLR, OpenReview.net, (2019)MineRL: A Large-Scale Dataset of Minecraft Demonstrations., , , , , , и . IJCAI, стр. 2442-2448. ijcai.org, (2019)Connecting the Dots Between MLE and RL for Sequence Generation., , , , и . CoRR, (2018)Semantic hashing., и . Int. J. Approx. Reason., 50 (7): 969-978 (2009)