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title = {Pattern recognition and machine learning},
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@Article{ Bojanowski.Grave.Joulin.ea.2017,
title = {Enriching word vectors with subword information},
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and Mikolov, Tomas},
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}
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title = {A large annotated corpus for learning natural language
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year = {2015}
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@Book{ Boyd.Vandenberghe.2004,
address = {Cambridge, England},
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title = {Libratus: The Superhuman AI for No-Limit Poker.},
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year = {2017}
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Dzmitry and Bengio, Yoshua},
journal = {arXiv preprint arXiv:1409.1259},
year = {2014}
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@Book{ Chowdhury.2010,
title = {Introduction to modern information retrieval},
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publisher = {Facet publishing}
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@Article{ Chung.Gulcehre.Cho.ea.2014,
title = {Empirical evaluation of gated recurrent neural networks on
sequence modeling},
author = {Chung, Junyoung and Gulcehre, Caglar and Cho, KyungHyun
and Bengio, Yoshua},
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@Article{ Csiszar.2008,
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@Article{ De-Cock.2011,
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end of semester regression project},
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and Kakulapati, Gunavardhan and Lakshman, Avinash and
Pilchin, Alex and Sivasubramanian, Swaminathan and
Vosshall, Peter and Vogels, Werner},
booktitle = {ACM SIGOPS operating systems review},
volume = {41},
number = {6},
pages = {205--220},
year = {2007},
organization = {ACM}
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@InCollection{ Doucet.De-Freitas.Gordon.2001,
title = {An introduction to sequential Monte Carlo methods},
author = {Doucet, Arnaud and De Freitas, Nando and Gordon, Neil},
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year = {2001},
publisher = {Springer}
}
@Article{ Duchi.Hazan.Singer.2011,
title = {Adaptive subgradient methods for online learning and
stochastic optimization},
author = {Duchi, John and Hazan, Elad and Singer, Yoram},
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year = {2011}
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@Article{ Dumoulin.Visin.2016,
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journal = {arXiv preprint arXiv:1603.07285},
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}
@Article{ Edelman.Ostrovsky.Schwarz.2007,
title = {Internet advertising and the generalized second-price
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Michael},
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@InProceedings{ Flammarion.Bach.2015,
title = {From averaging to acceleration, there is only a
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@InProceedings{ Gatys.Ecker.Bethge.2016,
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year = {2016}
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@InProceedings{ Girshick.2015,
title = {Fast r-cnn},
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year = {2015}
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@InProceedings{ Girshick.Donahue.Darrell.ea.2014,
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@Article{ Goh.2017,
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@Article{ Goldberg.Nichols.Oki.ea.1992,
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@Book{ Goodfellow.Bengio.Courville.2016,
title = {Deep Learning},
author = {Ian Goodfellow and Yoshua Bengio and Aaron Courville},
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note = {\url{http://www.deeplearningbook.org}},
year = {2016}
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@InProceedings{ Goodfellow.Pouget-Abadie.Mirza.ea.2014,
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author = {Goodfellow, Ian and Pouget-Abadie, Jean and Mirza, Mehdi
and Xu, Bing and Warde-Farley, David and Ozair, Sherjil and
Courville, Aaron and Bengio, Yoshua},
booktitle = {Advances in neural information processing systems},
pages = {2672--2680},
year = {2014}
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@Article{ Gotmare.Keskar.Xiong.ea.2018,
title = {A Closer Look at Deep Learning Heuristics: Learning rate
restarts, Warmup and Distillation},
author = {Gotmare, Akhilesh and Keskar, Nitish Shirish and Xiong,
Caiming and Socher, Richard},
journal = {arXiv preprint arXiv:1810.13243},
year = {2018}
}
@Article{ Graves.Schmidhuber.2005,
title = {Framewise phoneme classification with bidirectional LSTM
and other neural network architectures},
author = {Graves, Alex and Schmidhuber, J{\"u}rgen},
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number = {5-6},
pages = {602--610},
year = {2005},
publisher = {Elsevier}
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@InCollection{ Gunawardana.Shani.2015,
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@InProceedings{ Guo.Tang.Ye.ea.2017,
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pages = {1725--1731},
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@Article{ Hadjis.Zhang.Mitliagkas.ea.2016,
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cpus and gpus},
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@InProceedings{ He.Chua.2017,
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organization = {ACM}
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@InProceedings{ He.Gkioxari.Dollar.ea.2017,
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@InProceedings{ He.Liao.Zhang.ea.2017,
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@InProceedings{ He.Zhang.Ren.ea.2016*1,
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@Article{ Hochreiter.Schmidhuber.1997,
title = {Long short-term memory},
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@InProceedings{ Hu.Shen.Sun.2018,
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