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Jeff Dean
Jeff Dean
Google Senior Fellow & SVP, Google Research and Health
Adresse e-mail validée de google.com - Page d'accueil
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Année
MapReduce: simplified data processing on large clusters
J Dean, S Ghemawat
Communications of the ACM 51 (1), 107-113, 2008
33440*2008
Distributed representations of words and phrases and their compositionality
T Mikolov, I Sutskever, K Chen, GS Corrado, J Dean
Advances in neural information processing systems 26, 2013
334382013
Efficient estimation of word representations in vector space
T Mikolov, K Chen, G Corrado, J Dean
arXiv preprint arXiv:1301.3781, 2013
287402013
{TensorFlow}: A System for {Large-Scale} Machine Learning
M Abadi, P Barham, J Chen, Z Chen, A Davis, J Dean, M Devin, ...
12th USENIX symposium on operating systems design and implementation (OSDI …, 2016
25828*2016
TensorFlow: Large-scale machine learning on heterogeneous systems
M Abadi, A Agarwal, P Barham, E Brevdo, Z Chen, C Citro, GS Corrado, ...
123202015
Distilling the knowledge in a neural network
G Hinton, O Vinyals, J Dean
arXiv preprint arXiv:1503.02531 2 (7), 2015
97512015
Bigtable: A distributed storage system for structured data
F Chang, J Dean, S Ghemawat, WC Hsieh, DA Wallach, M Burrows, ...
ACM Transactions on Computer Systems (TOCS) 26 (2), 1-26, 2008
76222008
Google's neural machine translation system: Bridging the gap between human and machine translation
Y Wu, M Schuster, Z Chen, QV Le, M Norouzi, W Macherey, M Krikun, ...
arXiv preprint arXiv:1609.08144, 2016
56382016
Epi Info-version 5: a word processing, databasem and statistics systems for epidemiology on microcomputers
AG Dean, JA Dean, AH Burton, RC Dicker
Free software, 1990
4123*1990
Large scale distributed deep networks
J Dean, G Corrado, R Monga, K Chen, M Devin, M Mao, M Ranzato, ...
Advances in neural information processing systems 25, 2012
37912012
In-datacenter performance analysis of a tensor processing unit
NP Jouppi, C Young, N Patil, D Patterson, G Agrawal, R Bajwa, S Bates, ...
Proceedings of the 44th annual international symposium on computer …, 2017
33752017
Building high-level features using large scale unsupervised learning
QV Le
2013 IEEE international conference on acoustics, speech and signal …, 2013
27162013
Devise: A deep visual-semantic embedding model
A Frome, GS Corrado, J Shlens, S Bengio, J Dean, MA Ranzato, ...
Advances in neural information processing systems 26, 2013
23592013
Spanner: Google’s globally distributed database
JC Corbett, J Dean, M Epstein, A Fikes, C Frost, JJ Furman, S Ghemawat, ...
ACM Transactions on Computer Systems (TOCS) 31 (3), 1-22, 2013
21192013
Efficient neural architecture search via parameters sharing
H Pham, M Guan, B Zoph, Q Le, J Dean
International conference on machine learning, 4095-4104, 2018
19432018
MapReduce: a flexible data processing tool
J Dean, S Ghemawat
Communications of the ACM 53 (1), 72-77, 2010
18922010
The tail at scale
J Dean, LA Barroso
Communications of the ACM 56 (2), 74-80, 2013
16542013
Google’s multilingual neural machine translation system: Enabling zero-shot translation
M Johnson, M Schuster, QV Le, M Krikun, Y Wu, Z Chen, N Thorat, ...
Transactions of the Association for Computational Linguistics 5, 339-351, 2017
15772017
Web search for a planet: The Google cluster architecture
LA Barroso, J Dean, U Holzle
IEEE micro 23 (2), 22-28, 2003
15442003
A guide to deep learning in healthcare
A Esteva, A Robicquet, B Ramsundar, V Kuleshov, M DePristo, K Chou, ...
Nature medicine 25 (1), 24-29, 2019
13502019
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