Evaluating Pre-training Strategies for Collaborative Filtering-Reference-Cited by-同舟云学术

Evaluating Pre-training Strategies for Collaborative Filtering

Published:2023-06-18 Issue: Volume: Page:
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Container-title:Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization
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Author:

Costa Júlio B. G.¹^ORCID,Marinho Leandro B.²^ORCID,Santos Rodrygo L. T.³^ORCID,Parra Denis⁴^ORCID

Affiliation:

1. Department for Systems and Computing, Federal University of Campina Grande, Brazil

2. Federal University of Campina Grande, Brazil

3. Federal University of Minas Gerais, Brazil

4. PUC Chile, Chile

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3565472.3592949

Reference29 articles.

1. Yilmaz Ar. 2019. An initialization method for the latent vectors in probabilistic matrix factorization for sparse datasets. Evolutionary Intelligence ( 2019 ), 1–13. Yilmaz Ar. 2019. An initialization method for the latent vectors in probabilistic matrix factorization for sparse datasets. Evolutionary Intelligence (2019), 1–13.

2. Oren Barkan and Noam Koenigstein. 2016. Item2Vec: Neural Item Embedding for Collaborative Filtering. https://doi.org/10.48550/ARXIV.1603.04259 10.48550/ARXIV.1603.04259

3. Oren Barkan and Noam Koenigstein. 2016. Item2Vec: Neural Item Embedding for Collaborative Filtering. https://doi.org/10.48550/ARXIV.1603.04259

4. Dumitru Erhan , Yoshua Bengio , Aaron Courville , Pierre-Antoine Manzagol , Pascal Vincent , and Samy Bengio . 2010. Why Does Unsupervised Pre-training Help Deep Learning?Journal of Machine Learning Research 11, 19 ( 2010 ), 625–660. http://jmlr.org/papers/v11/erhan10a.html Dumitru Erhan, Yoshua Bengio, Aaron Courville, Pierre-Antoine Manzagol, Pascal Vincent, and Samy Bengio. 2010. Why Does Unsupervised Pre-training Help Deep Learning?Journal of Machine Learning Research 11, 19 (2010), 625–660. http://jmlr.org/papers/v11/erhan10a.html

5. Dumitru Erhan Aaron Courville Yoshua Bengio and Pascal Vincent. 2010. Why Does Unsupervised Pre-training Help Deep Learning?. In Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics(Proceedings of Machine Learning Research Vol. 9) Yee Whye Teh and Mike Titterington (Eds.). PMLR Chia Laguna Resort Sardinia Italy 201–208. https://proceedings.mlr.press/v9/erhan10a.html Dumitru Erhan Aaron Courville Yoshua Bengio and Pascal Vincent. 2010. Why Does Unsupervised Pre-training Help Deep Learning?. In Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics(Proceedings of Machine Learning Research Vol. 9) Yee Whye Teh and Mike Titterington (Eds.). PMLR Chia Laguna Resort Sardinia Italy 201–208. https://proceedings.mlr.press/v9/erhan10a.html