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Jeff Dean
Jeff Dean
Google Senior Fellow & SVP, Google Research and Health
Dirección de correo verificada de google.com - Página principal
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Año
Tensorflow: Large-scale machine learning on heterogeneous distributed systems
M Abadi, A Agarwal, P Barham, E Brevdo, Z Chen, C Citro, GS Corrado, ...
arXiv preprint arXiv:1603.04467, 2016
45982*2016
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
388482013
MapReduce: simplified data processing on large clusters
J Dean, S Ghemawat
Communications of the ACM 51 (1), 107-113, 2008
35219*2008
Efficient estimation of word representations in vector space
T Mikolov, K Chen, G Corrado, J Dean
arXiv preprint arXiv:1301.3781, 2013
349642013
Distilling the knowledge in a neural network
G Hinton, O Vinyals, J Dean
arXiv preprint arXiv:1503.02531, 2015
142052015
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
78242008
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
71082016
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
43122017
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
42802012
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
4175*1990
Building high-level features using large scale unsupervised learning
QV Le
2013 IEEE international conference on acoustics, speech and signal …, 2013
29002013
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
28332013
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
25782018
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
23272013
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
20232019
MapReduce: a flexible data processing tool
J Dean, S Ghemawat
Communications of the ACM 53 (1), 72-77, 2010
19712010
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
19452017
The tail at scale
J Dean, LA Barroso
Communications of the ACM 56 (2), 74-80, 2013
18772013
Machine learning in medicine
A Rajkomar, J Dean, I Kohane
New England Journal of Medicine 380 (14), 1347-1358, 2019
17912019
Scalable and accurate deep learning with electronic health records
A Rajkomar, E Oren, K Chen, AM Dai, N Hajaj, M Hardt, PJ Liu, X Liu, ...
NPJ digital medicine 1 (1), 18, 2018
16182018
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Artículos 1–20