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bibliography.bib
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bibliography.bib
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@article{2014arXiv1409.1556S,
author = {{Simonyan}, Karen and {Zisserman}, Andrew},
title = {{Very Deep Convolutional Networks for Large-Scale Image Recognition}},
journal = {arXiv e-prints},
year = 2014,
month = sep,
archiveprefix = {arXiv},
eprint = {1409.1556},
primaryclass = {cs.CV}
}
@article{726791,
author = {Lecun, Y. and Bottou, L. and Bengio, Y. and Haffner, P.},
journal = {Proceedings of the IEEE},
title = {Gradient-based learning applied to document recognition},
year = {1998},
volume = {86},
number = {11},
pages = {2278-2324},
doi = {10.1109/5.726791}
}
@inproceedings{bibliography:deconstructing-lottery-tickets,
author = {Zhou, Hattie and Lan, Janice and Liu, Rosanne and Yosinski, Jason},
booktitle = {Advances in Neural Information Processing Systems},
editor = {H. Wallach and H. Larochelle and A. Beygelzimer and F. d\textquotesingle Alch\'{e}-Buc and E. Fox and R. Garnett},
pages = {},
publisher = {Curran Associates, Inc.},
title = {Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask},
url = {https://proceedings.neurips.cc/paper/2019/file/1113d7a76ffceca1bb350bfe145467c6-Paper.pdf},
volume = {32},
year = {2019}
}
@inproceedings{bibliography:one-ticket-to-win-them-all,
author = {Morcos, Ari and Yu, Haonan and Paganini, Michela and Tian, Yuandong},
booktitle = {Advances in Neural Information Processing Systems},
editor = {H. Wallach and H. Larochelle and A. Beygelzimer and F. d\textquotesingle Alch\'{e}-Buc and E. Fox and R. Garnett},
pages = {},
publisher = {Curran Associates, Inc.},
title = {One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers},
url = {https://proceedings.neurips.cc/paper/2019/file/a4613e8d72a61b3b69b32d040f89ad81-Paper.pdf},
volume = {32},
year = {2019}
}
@article{bibliography:stabilizing-the-lottery-ticket-hypothesis,
author = {{Frankle}, Jonathan and {Karolina Dziugaite}, Gintare and {Roy}, Daniel M. and {Carbin}, Michael},
title = {{Stabilizing the Lottery Ticket Hypothesis}},
journal = {arXiv e-prints},
keywords = {Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition, Statistics - Machine Learning},
year = 2019,
month = mar,
eid = {arXiv:1903.01611},
pages = {arXiv:1903.01611},
archiveprefix = {arXiv},
eprint = {1903.01611},
primaryclass = {cs.LG},
adsurl = {https://ui.adsabs.harvard.edu/abs/2019arXiv190301611F},
adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}
@article{bibliography:the-lottery-ticket-hypothesis,
author = {{Frankle}, Jonathan and {Carbin}, Michael},
title = {{The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks}},
journal = {arXiv e-prints},
keywords = {Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Neural and Evolutionary Computing},
year = 2018,
month = mar,
eid = {arXiv:1803.03635},
pages = {arXiv:1803.03635},
archiveprefix = {arXiv},
eprint = {1803.03635},
primaryclass = {cs.LG}
}
@dataset{cifar-10,
title = {The CIFAR-10 Dataset},
author = {Alex Krizhevsky and Vinod Nair and Geoffrey Hinton},
year = 2014,
url = {http://www.cs.toronto.edu/~kriz/cifar.html}
}
@dataset{lecun-mnisthandwrittendigit-2010,
author = {LeCun, Yann and Cortes, Corinna},
title = {{MNIST} handwritten digit database},
url = {http://yann.lecun.com/exdb/mnist/},
year = 2010
}