Vorontsov, Eugene

3 publications

NeurIPS 2019 Non-Normal Recurrent Neural Network (nnRNN): Learning Long Time Dependencies While Improving Expressivity with Transient Dynamics Giancarlo Kerg, Kyle Goyette, Maximilian Puelma Touzel, Gauthier Gidel, Eugene Vorontsov, Yoshua Bengio, Guillaume Lajoie

AAAI 2019 Towards Non-Saturating Recurrent Units for Modelling Long-Term Dependencies Sarath Chandar, Chinnadhurai Sankar, Eugene Vorontsov, Samira Ebrahimi Kahou, Yoshua Bengio

ICML 2017 On Orthogonality and Learning Recurrent Networks with Long Term Dependencies Eugene Vorontsov, Chiheb Trabelsi, Samuel Kadoury, Chris Pal