Giancarlo Kerg
Giancarlo Kerg
PhD Student, MILA, Université de Montréal
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Safe screening for support vector machines
J Zimmert, CS de Witt, G Kerg, M Kloft
NIPS 2015 Workshop on Optimization in Machine Learning (OPT), 2015
Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics
G Kerg, K Goyette, MP Touzel, G Gidel, E Vorontsov, Y Bengio, G Lajoie
Advances in Neural Information Processing Systems, 13613-13623, 2019
h-detach: Modifying the lstm gradient towards better optimization
D Arpit, B Kanuparthi, G Kerg, NR Ke, I Mitliagkas, Y Bengio
arXiv preprint arXiv:1810.03023, 2018
Untangling tradeoffs between recurrence and self-attention in neural networks
G Kerg, B Kanuparthi, A Goyal, K Goyette, Y Bengio, G Lajoie
arXiv preprint, arXiv:2006.09471, 2020
Advantages of biologically-inspired adaptive neural activation in RNNs during learning
V Geadah, G Kerg, S Horoi, G Wolf, G Lajoie
arXiv preprint arXiv:2006.12253, 2020
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