RM
Rajat Monga
cs.LGcs.DCcs.AIcs.DBcs.IRcs.PLcs.SEstat.ML
On Valency
published · living versionsW_snpkpxfk·v1 · currentpublished
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
with Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo +35
1 version
Preprints & journals
8 papers in the corpus · 2011–2024TRACE: A Time-Relational Approximate Cubing Engine for Fast Data Insights2401.06336v1 · Suharsh Sivakumar, Jonathan Shen, Rajat Monga2024 · 0 citationsarXiv
MLSys: The New Frontier of Machine Learning Systems1904.03257v3 · Alexander Ratner, Dan Alistarh, Gustavo Alonso et al.2019 · 20 citationsarXivon Valency
TensorFlow Eager: A Multi-Stage, Python-Embedded DSL for Machine Learning1903.01855v1 · Akshay Agrawal, Akshay Naresh Modi, Alexandre Passos et al.2019 · 54 citationsProc. of the 2nd SysML Conference, 2019
TensorFlow.js: Machine Learning for the Web and Beyond1901.05350v2 · Daniel Smilkov, Nikhil Thorat, Yannick Assogba et al.2019 · 138 citationsarXiv
Building high-level features using large scale unsupervised learning1112.6209v5 · Quoc V. Le, Marc'Aurelio Ranzato, Rajat Monga et al.2011 · 2,019 citationsarXiv
Revisiting Distributed Synchronous SGD1702.05800v2 · Xinghao Pan, Jianmin Chen, Rajat Monga et al.2017 · 594 citationsarXiv
TensorFlow: A system for large-scale machine learning1605.08695v2 · Mart'in Abadi, Paul Barham, Jianmin Chen et al.2016 · 12,769 citationsarXivon Valency
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems1603.04467v2 · Mart'in Abadi, Ashish Agarwal, Paul Barham et al.2016 · 9,713 citationsarXivon Valency
Career total: 17 works. 8 are in this corpus.
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