Samy Bengio
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Samy Bengio is a person.
References
- Personal Homepage: http://bengio.abracadoudou.com/
- Professional Homepage: http://research.google.com/pubs/bengio.html
- Google Scholar Author Page: http://scholar.google.com/citations?user=Vs-MdPcAAAAJ
2024
- (Mirzadeh et al., 2024) ⇒ Iman Mirzadeh, Keivan Alizadeh, Hooman Shahrokhi, Oncel Tuzel, Samy Bengio, and Mehrdad Farajtabar. (2024). “GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models.” In: arXiv preprint arXiv:2410.05229.
2017
- (Zhang, Bengio et al., 2017) ⇒ Chiyuan Zhang, Samy Bengio, Moritz Hardt, Benjamin Recht, and Oriol Vinyals. (2017). “Understanding Deep Learning Requires Rethinking Generalization.” In: Proceedings of 5th International Conference on Learning Representations (ICLR-2017).
- (Bowman et al., 2016) ⇒ Samuel R. Bowman, Luke Vilnis, Oriol Vinyals, Andrew Dai, Rafal Jozefowicz, and Samy Bengio. (2016). “Generating Sentences from a Continuous Space.” In: Proceedings of The 20th SIGNLL Conference on Computational Natural Language Learning, (CoNLL-2016).
2016
- (Bowman et al., 2016) ⇒ Samuel R. Bowman, Luke Vilnis, Oriol Vinyals, Andrew Dai, Rafal Jozefowicz, and Samy Bengio. (2016). “Generating Sentences from a Continuous Space.” In: Proceedings of The 20th SIGNLL Conference on Computational Natural Language Learning, (CoNLL-2016).
2010a
- (Erhan et al., 2010) ⇒ Dumitru Erhan, Yoshua Bengio, Aaron Courville, Pierre-Antoine Manzagol, Pascal Vincent, and Samy Bengio. (2010). “Why Does Unsupervised Pre-training Help Deep Learning?.” In: The Journal of Machine Learning Research, 11.
2010b
- (Weston et al., 2010) ⇒ Jason Weston, Samy Bengio, and Nicolas Usunier. (2010). “Large Scale Image Annotation: Learning to Rank with Joint Word-image Embeddings.” In: Machine Learning Journal, 81(1). doi:10.1007/s10994-010-5198-3
2003
- (Bailly-Bailliére et al., 2003) ⇒ Enrique Bailly-Bailliére, Samy Bengio, Frédéric Bimbot, Miroslav Hamouz, Josef Kittler, Johnny Mariéthoz, Jiri Matas, et al. (2003). “The BANCA database and evaluation protocol." In Audio-and Video-Based Biometric Person Authentication.
2001
- (Collobert & Bengio, 2001) ⇒ Ronan Collobert, and Samy Bengio. (2001). “SVMTorch: Support vector machines for large-scale regression problems.” In: The Journal of Machine Learning Research, 1.