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Rajat Monga
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Bio
Rajat Monga is co-founder and former lead of TensorFlow at Google, powering machine learning research and products worldwide. As a founding member of the Google Brain team he was involved in designing and implementing DistBelief and more recently TensorFlow. Prior to this role, he led teams in AdWords, built out the engineering teams and designed web scale crawling and content-matching infrastructure at Attributor, and co-implemented and scaled eBay’s search engine.
Papers34 papers
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Daniel Smilkov, Nikhil Thorat, Yannick Assogba, Ann Yuan, Nick Kreeger, Ping Yu, Kangyi Zhang,Shanqing Cai, Eric Nielsen, David Soergel, Stan Bileschi, Michael Terry
arXiv: Learning, (2019)
Daniel Smilkov, Nikhil Thorat, Yannick Assogba, Ann Yuan, Nick Kreeger, Ping Yu, Kangyi Zhang,Shanqing Cai, Eric Nielsen, David Soergel, Stan Bileschi, Michael Terry
MLSys, (2019)
Daniel Smilkov, Nikhil Thorat, Yannick Assogba, Ann Yuan, Nick Kreeger, Ping Yu, Kangyi Zhang,Shanqing Cai, Eric Nielsen, David Soergel, Stan Bileschi, Michael Terry
MLSys, (2019)
Akshay Agrawal, Akshay Naresh Modi, Alexandre Passos, Allen Lavoie,Ashish Agarwal, Asim Shankar, Igor Ganichev, Josh Levenberg, Mingsheng Hong,Rajat Monga,Shanqing Cai
MLSys, (2019)
Alexander Ratner,Dan Alistarh,Gustavo Alonso,David G Andersen,Peter Bailis, Sarah Bird,Nicholas Carlini,Bryan Catanzaro, Jennifer Chayes, Eric Chung, Bill Dally,Jeff Dean
arXiv preprint arXiv:1904.03257, (2019)
Martín Abadi,Ashish Agarwal,Paul Barham,Eugene Brevdo,Zhifeng Chen, Craig Citro,Greg S Corrado, Andy Davis,Jeffrey Dean,Matthieu Devin,Sanjay Ghemawat, Ian Goodfellow
URL https://www. tensorflow. org, (2019)
Akshay Agrawal, Akshay Naresh Modi, Alexandre Passos, Allen Lavoie,Ashish Agarwal, Asim Shankar, Igor Ganichev, Josh Levenberg, Mingsheng Hong,Rajat Monga,Shanqing Cai
arXiv: Programming Languages, (2019)
Alexander Ratner,Dan Alistarh,Gustavo Alonso,Peter Bailis, Sarah Bird,Nicholas Carlini,Bryan Catanzaro, Eric Chung, Bill Dally,Jeff Dean,Inderjit S. Dhillon,Alexandros G. Dimakis
arXiv: Learning, (2019)
Akshay Agrawal, Akshay Naresh Modi, Alexandre Passos, Allen Lavoie,Ashish Agarwal, Asim Shankar, Igor Ganichev, Josh Levenberg, Mingsheng Hong,Rajat Monga,Shanqing Cai
MLSys, (2019)
Yuan Yu,Martín Abadi,Paul Barham, Eugene Brevdo, Mike Burrows, Andy Davis,Jeff Dean,Sanjay Ghemawat, Tim Harley, Peter Hawkins,Michael Isard,Manjunath Kudlur
EuroSys '18: Thirteenth EuroSys Conference 2018
Porto
Portugal
April, 2018, pp.1-15, (2018)
Yuan Yu,Martín Abadi,Paul Barham,Eugene Brevdo, Mike Burrows,Andy Davis,Jeff Dean,Sanjay Ghemawat,Tim Harley, Peter Hawkins,Michael Isard,Manjunath Kudlur
EUROSYS '18: PROCEEDINGS OF THE THIRTEENTH EUROSYS CONFERENCE, (2018): 18:1-18:15
arXiv: Learning, (2017)
Martín Abadi,Ashish Agarwal,Paul Barham,Eugene Brevdo,Zhifeng Chen, Craig Citro,Gregory S Corrado, Andy Davis,Jeffrey Dean,Matthieu Devin,Sanjay Ghemawat,Ian J Goodfellow
arXiv preprint arXiv:1603.04467, (2016)
CoRR, (2016)
OSDI, (2016)
Martın Abadi,Ashish Agarwal,Paul Barham,Eugene Brevdo, Zhifeng Chen, Craig Citro, Greg S Corrado, Andy Davis, Je rey Dean, Ma hieu Devin, Sanjay Ghemawat, Ian J Goodfellow
Tensor ow: Large-scale machine learning on heterogeneous distributed systems. CoRR, abs/1603.04467, (2016)
Martín Abadi,Ashish Agarwal,Paul Barham,Eugene Brevdo,Zhifeng Chen, Craig Citro, Greg S Corrado, Andy Davis,Jeffrey Dean,Matthieu Devin,Sanjay Ghemawat, Ian Goodfellow
arXiv preprint arXiv:1603.04467, (2016)
Martın Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo,Zhifeng Chen, Craig Citro,Greg S Corrado, Andy Davis, Jeffrey Dean, Matthieu Devin,Sanjay Ghemawat,Ian Goodfellow
Software available from tensorflow. org, no. 2 (2015)
(2015)
Cited by2Bibtex
Martín Abadi,Ashish Agarwal,Paul Barham,Eugene Brevdo, Zhifeng Chen, Craig Citro,Greg S Corrado, Andy Davis,Jeffrey Dean,Matthieu Devin,Sanjay Ghemawat,Ian Goodfellow
TensorFlow: Large-scale machine learning on heterogeneous systems, (2015)
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