Shiwei Liu
Shiwei Liu
Ph.D. of Department of Mathematics and Computer Science, Eindhoven University of Technology
Verified email at
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Sparse evolutionary deep learning with over one million artificial neurons on commodity hardware
S Liu, DC Mocanu, ARR Matavalam, Y Pei, M Pechenizkiy
Neural Computing and Applications, 1-16, 2020
Intrinsically sparse long short-term memory networks
S Liu, DC Mocanu, M Pechenizkiy
arXiv preprint arXiv:1901.09208, 2019
On improving deep learning generalization with adaptive sparse connectivity
S Liu, DC Mocanu, M Pechenizkiy
ICML 2019 workshop of Understanding and Improving Generalization in Deep …, 2019
Topological Insights into Sparse Neural Networks
S Liu, T Van der Lee, A Yaman, Z Atashgahi, D Ferraro, G Sokar, ...
ECMLPKDD 2020, 2020
Learning Sparse Neural Networks for Better Generalization
S Liu
29th International Joint Conference on Artificial Intelligence-17th Pacific …, 2020
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