Michael Isard
- Research Area(s)
- Distributed Systems and Parallel Computing
- Machine Intelligence
Co-Authors
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Andy
Davis
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Benoit Steiner
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Christopher Olah
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Craig
Citro
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Derek G.
Murray
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Eugene
Brevdo
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Fernanda
Viegas
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Geoffrey
Irving
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Greg
Corrado
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Jeffrey Dean
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Jianmin
Chen
-
Jonathon
Shlens
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Josh
Levenberg
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Kunal Talwar
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Lukasz
Kaiser
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Manjunath Kudlur
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Martin
Wattenberg
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Martin
Wicke
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Martín Abadi
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Matthieu
Devin
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Mike
Schuster
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Oriol
Vinyals
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Paul A. Tucker
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Paul
Barham
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Pete
Warden
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Rajat
Monga
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Sanjay
Ghemawat
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Sherry Moore
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Vijay
Vasudevan
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Vincent
Vanhoucke
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Xiaoqiang Zheng
-
Yangqing
Jia
-
Yuan Yu
-
Zhifeng
Chen
Google Publications
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TensorFlow: A system for large-scale machine learning
Martin Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, Manjunath Kudlur, Josh Levenberg, Rajat Monga, Sherry Moore, Derek G. Murray, Benoit Steiner, Paul Tucker, Vijay Vasudevan, Pete Warden, Martin Wicke, Yuan Yu, Xiaoqiang Zheng
Google Brain (2016)
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TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo, Zhifeng Chen, Craig Citro, Greg Corrado, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Ian Goodfellow, Andrew Harp, Geoffrey Irving, Michael Isard, Yangqing Jia, Rafal Jozefowicz, Lukasz Kaiser, Manjunath Kudlur, Josh Levenberg, Dan Mané, Rajat Monga, Sherry Moore, Derek Murray, Chris Olah, Mike Schuster, Jonathon Shlens, Benoit Steiner, Ilya Sutskever, Kunal Talwar, Paul Tucker, Vincent Vanhoucke, Vijay Vasudevan, Fernanda Viégas, Oriol Vinyals, Pete Warden, Martin Wattenberg, Martin Wicke, Yuan Yu, Xiaoqiang Zheng
tensorflow.org (2015)
Previous Publications
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On the Flow of Data, Information, and Time
POST (2015), pp. 73-92
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Timely Dataflow: A Model
FORTE (2015), pp. 131-145
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Timely Rollback: Specification and Verification
NFM (2015), pp. 19-34
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Naiad: a timely dataflow system
Derek Gordon Murray, Frank McSherry, Rebecca Isaacs, Michael Isard, Paul Barham, Martín Abadi
SOSP (2013), pp. 439-455
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Semantics of transactional memory and automatic mutual exclusion
Martín Abadi, Andrew Birrell, Tim Harris 0001, Michael Isard
ACM Trans. Program. Lang. Syst., vol. 33 (2011), pp. 2
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Implementation and Use of Transactional Memory with Dynamic Separation
Martín Abadi, Andrew Birrell, Tim Harris 0001, Johnson Hsieh, Michael Isard
CC (2009), pp. 63-77
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Semantics of transactional memory and automatic mutual exclusion
Martín Abadi, Andrew Birrell, Tim Harris 0001, Michael Isard
POPL (2008), pp. 63-74
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Algorithmic issues in modeling motion
Pankaj K. Agarwal, Leonidas J. Guibas, Herbert Edelsbrunner, Jeff Erickson, Michael Isard, Sariel Har-Peled, John Hershberger, Christian S. Jensen, Lydia E. Kavraki, Patrice Koehl, Ming C. Lin, Dinesh Manocha, Dimitris N. Metaxas, Brian Mirtich, David M. Mount, S. Muthukrishnan, Dinesh K. Pai, Elisha Sacks, Jack Snoeyink, Subhash Suri, Ouri Wolfson
ACM Comput. Surv., vol. 34 (2002), pp. 550-572
