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@Article{ Ba.Kiros.Hinton.2016,
title = {Layer normalization},
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@Article{ Bahdanau.Cho.Bengio.2014,
title = {Neural machine translation by jointly learning to align
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author = {Bahdanau, Dzmitry and Cho, Kyunghyun and Bengio, Yoshua},
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year = {2014}
}
@InProceedings{ Bay.Tuytelaars.Van-Gool.2006,
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@Article{ Bengio.Ducharme.Vincent.ea.2003,
title = {A neural probabilistic language model},
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@Article{ Bojanowski.Grave.Joulin.ea.2017,
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and Mikolov, Tomas},
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Linguistics},
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publisher = {MIT Press}
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inference},
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and Manning, Christopher D},
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@Book{ Boyd.Vandenberghe.2004,
address = {Cambridge, England},
author = {Stephen Boyd and Lieven Vandenberghe},
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title = {Convex Optimization},
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@InProceedings{ Brown.Sandholm.2017,
title = {Libratus: The Superhuman AI for No-Limit Poker.},
author = {Brown, Noam and Sandholm, Tuomas},
booktitle = {IJCAI},
pages = {5226--5228},
year = {2017}
}
@Article{ Campbell.Hoane-Jr.Hsu.2002,
title = {Deep blue},
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@InCollection{ Canny.1987,
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title = {SemEval-2017 Task 1: Semantic Textual Similarity
Multilingual and Crosslingual Focused Evaluation},
author = {Cer, Daniel and Diab, Mona and Agirre, Eneko and
Lopez-Gazpio, I{\~n}igo and Specia, Lucia},
booktitle = {Proceedings of the 11th International Workshop on Semantic
Evaluation (SemEval-2017)},
pages = {1--14},
year = {2017}
}
@InProceedings{ Cheng.Dong.Lapata.2016,
title = {Long Short-Term Memory-Networks for Machine Reading},
author = {Cheng, Jianpeng and Dong, Li and Lapata, Mirella},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in
Natural Language Processing},
pages = {551--561},
year = {2016}
}
@Article{ Cho.Van-Merrienboer.Bahdanau.ea.2014,
title = {On the properties of neural machine translation:
Encoder-decoder approaches},
author = {Cho, Kyunghyun and Van Merri{\"e}nboer, Bart and Bahdanau,
Dzmitry and Bengio, Yoshua},
journal = {arXiv preprint arXiv:1409.1259},
year = {2014}
}
@Article{ Cho.Van-Merrienboer.Gulcehre.ea.2014,
title = {Learning phrase representations using RNN encoder-decoder
for statistical machine translation},
author = {Cho, Kyunghyun and Van Merri{\"e}nboer, Bart and Gulcehre,
Caglar and Bahdanau, Dzmitry and Bougares, Fethi and
Schwenk, Holger and Bengio, Yoshua},
journal = {arXiv preprint arXiv:1406.1078},
year = {2014}
}
@Book{ Chowdhury.2010,
title = {Introduction to modern information retrieval},
author = {Chowdhury, Gobinda G},
year = {2010},
publisher = {Facet publishing}
}
@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},
journal = {arXiv preprint arXiv:1412.3555},
year = {2014}
}
@Article{ Csiszar.2008,
title = {Axiomatic characterizations of information measures},
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publisher = {Molecular Diversity Preservation International}
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@InProceedings{ Dalal.Triggs.2005,
title = {Histograms of oriented gradients for human detection},
author = {Dalal, Navneet and Triggs, Bill},
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and pattern recognition (CVPR'05)},
volume = {1},
pages = {886--893},
year = {2005},
organization = {IEEE}
}
@Article{ De-Cock.2011,
title = {Ames, Iowa: Alternative to the Boston housing data as an
end of semester regression project},
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year = {2011},
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@InProceedings{ DeCandia.Hastorun.Jampani.ea.2007,
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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}
}
@Article{ Devlin.Chang.Lee.ea.2018,
title = {Bert: Pre-training of deep bidirectional transformers for
language understanding},
author = {Devlin, Jacob and Chang, Ming-Wei and Lee, Kenton and
Toutanova, Kristina},
journal = {arXiv preprint arXiv:1810.04805},
year = {2018}
}
@InProceedings{ Dosovitskiy.Beyer.Kolesnikov.ea.2021,
title = {An image is worth 16x16 words: Transformers for image
recognition at scale},
author = {Dosovitskiy, Alexey and Beyer, Lucas and Kolesnikov,
Alexander and Weissenborn, Dirk and Zhai, Xiaohua and
Unterthiner, Thomas and Dehghani, Mostafa and Minderer,
Matthias and Heigold, Georg and Gelly, Sylvain and others},
booktitle = {International Conference on Learning Representations},
year = {2021}
}
@InCollection{ Doucet.De-Freitas.Gordon.2001,
title = {An introduction to sequential Monte Carlo methods},
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booktitle = {Sequential Monte Carlo methods in practice},
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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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volume = {12},
number = {Jul},
pages = {2121--2159},
year = {2011}
}
@Article{ Dumoulin.Visin.2016,
title = {A guide to convolution arithmetic for deep learning},
author = {Dumoulin, Vincent and Visin, Francesco},
journal = {arXiv preprint arXiv:1603.07285},
year = {2016}
}
@Article{ Edelman.Ostrovsky.Schwarz.2007,
title = {Internet advertising and the generalized second-price
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author = {Edelman, Benjamin and Ostrovsky, Michael and Schwarz,
Michael},
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volume = {97},
number = {1},
pages = {242--259},
year = {2007}
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@InProceedings{ Flammarion.Bach.2015,
title = {From averaging to acceleration, there is only a
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author = {Flammarion, Nicolas and Bach, Francis},
booktitle = {Conference on Learning Theory},
pages = {658--695},
year = {2015}
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@InProceedings{ Gatys.Ecker.Bethge.2016,
title = {Image style transfer using convolutional neural networks},
author = {Gatys, Leon A and Ecker, Alexander S and Bethge,
Matthias},
booktitle = {Proceedings of the IEEE conference on computer vision and
pattern recognition},
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year = {2016}
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@Article{ Ginibre.1965,
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@InProceedings{ Girshick.2015,
title = {Fast r-cnn},
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@InProceedings{ Girshick.Donahue.Darrell.ea.2014,
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year = {2014}
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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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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.2013,
title = {Generating sequences with recurrent neural networks},
author = {Graves, Alex},
journal = {arXiv preprint arXiv:1308.0850},
year = {2013}
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@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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volume = {18},
number = {5-6},
pages = {602--610},
year = {2005},
publisher = {Elsevier}
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@InCollection{ Gunawardana.Shani.2015,
title = {Evaluating recommender systems},
author = {Gunawardana, Asela and Shani, Guy},
booktitle = {Recommender systems handbook},
pages = {265--308},
year = {2015},
publisher = {Springer}
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@InProceedings{ Guo.Tang.Ye.ea.2017,
title = {DeepFM: a factorization-machine based neural network for
CTR prediction},
author = {Guo, Huifeng and Tang, Ruiming and Ye, Yunming and Li,
Zhenguo and He, Xiuqiang},
booktitle = {Proceedings of the 26th International Joint Conference on
Artificial Intelligence},
pages = {1725--1731},
year = {2017},
organization = {AAAI Press}
}
@Article{ Hadjis.Zhang.Mitliagkas.ea.2016,
title = {Omnivore: An optimizer for multi-device deep learning on
cpus and gpus},
author = {Hadjis, Stefan and Zhang, Ce and Mitliagkas, Ioannis and
Iter, Dan and R{\'e}, Christopher},
journal = {arXiv preprint arXiv:1606.04487},
year = {2016}
}
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