--- title: "Martín Abadi — author profile and papers — Elamur Research" description: "Martín Abadi, Google: 2 papers on Elamur Research (2016), h-index 77 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/martin-abadi/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/martin-abadi/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Martín Abadi # Martín Abadi Martín Abadi has 2 papers in our library, in 2016; often with [Andy Davis](https://md.research.elamur.ai/free/en/authors/andy-davis/), [Jeff Dean](https://md.research.elamur.ai/free/en/authors/jeff-dean/), [Matthieu Devin](https://md.research.elamur.ai/free/en/authors/matthieu-devin/). 2 papers in our library · 2016 [OpenAlex](https://openalex.org/A5109387322) · [**h-index 77**](https://openalex.org/authors/A5109387322) · [290 works](https://openalex.org/works?filter=author.id:A5109387322) · [51,410 citations](https://openalex.org/works?filter=author.id:A5109387322&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/martin-abadi/#papers) · [🔗 Cited 1,301 times in our library](https://md.research.elamur.ai/free/en/authors/martin-abadi/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #119](https://md.research.elamur.ai/free/en/paper-stars/page/2/#star-119) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Mart%C3%ADn+Abadi) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mart%C3%ADn+Abadi) · [dblp](https://dblp.org/search?q=Mart%C3%ADn+Abadi) · [ACL Anthology](https://aclanthology.org/search/?q=Mart%C3%ADn+Abadi) ## Affiliations [🏢**Google** Mountain View · United States 2015–2023 · 20 papers*current*](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**University of California, Santa Cruz** Santa Cruz · United States 2002–2015 · 86 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-santa-cruz/) · [🏢**Microsoft** Redmond · United States 2006–2015 · 51 papers](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🏢**Alcatel-Lucent** Boulogne-Billancourt · France 1999–2002 · 7 papers](https://ror.org/024850w61) · [🎓**Stanford University** Stanford · United States 1985–1990 · 5 papers](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🏢**Digital Equipment** Hennef · Germany 1994–2003 · 4 papers](https://ror.org/047vmzn25) · [🏢**Defense Engineering Corporation** Beavercreek · United States 1988–1990 · 4 papers](https://ror.org/01vj91x16) · [🎓**Collège de France** Paris · France 2011–2012 · 2 papers](https://md.research.elamur.ai/free/en/universities/college-de-france/) · [🔬**IBM Research - Almaden** San Jose · United States 1989–1994 · 2 papers](https://md.research.elamur.ai/free/en/labs/ibm-research-almaden/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Hardware and Architecture · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/hardware-and-architecture/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Computer Networks and Communications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-networks-and-communications/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Machine learning · 2 works](https://md.research.elamur.ai/free/en/concepts/machine-learning/) ## Works by year ### 2010s [**2016** 2 papers](https://md.research.elamur.ai/free/en/authors/martin-abadi/year/2016/) ## Papers The most cited first (OpenAlex and our library). 1. **[TensorFlow: A system for large-scale machine learning](https://md.research.elamur.ai/free/en/papers/abadi-2016-tensorflow-system-large-scale-machine/)** *(2016 · 12,711 citations)* The paper presents TensorFlow, Google Brain's successor to its earlier DistBelief system. It addresses a gap among existing tools. Single-machine frameworks such as Caffe, Theano and Torch are flexible but do not scale across clusters. Parameter-server systems scale, but they hard-code how shared model state is… 2. **[TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems](https://md.research.elamur.ai/free/en/papers/abadi-2016-tensorflow-large-scale-machine-learning/)** *(2016 · 9,512 citations)* Google's first distributed deep-learning system, DistBelief, was powerful but rigid. Separate tools for large-scale training and small-scale deployment also caused maintenance problems and leaky abstractions. TensorFlow, the second-generation system, addresses this with one programming model that runs on phones… ## All works 3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. [**TensorFlow: A system for large-scale machine learning arXiv:1605.08695**Martin Abadi, Paul Barham, Jianmin Chen, et al.*2016 · 12,711 citations*](https://md.research.elamur.ai/free/en/papers/abadi-2016-tensorflow-system-large-scale-machine/) 2. [**TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems arXiv:1603.04467**Martín Abadi, Ashish Agarwal, Paul Barham, et al.*2016 · 9,512 citations*](https://md.research.elamur.ai/free/en/papers/abadi-2016-tensorflow-large-scale-machine-learning/) 3. **[Learning a Natural Language Interface with Neural Programmer ↗](https://arxiv.org/abs/1611.08945) arXiv:1611.08945 · no summary yet**Arvind Neelakantan et al.*2016 · 79 citations* ## Co-authors here 11 co-authors with a page, the most papers together first. - [Andy Davis](https://md.research.elamur.ai/free/en/authors/andy-davis/) ×2 - [Jeff Dean](https://md.research.elamur.ai/free/en/authors/jeff-dean/) ×2 - [Matthieu Devin](https://md.research.elamur.ai/free/en/authors/matthieu-devin/) ×2 - [Paul Barham](https://md.research.elamur.ai/free/en/authors/paul-barham/) ×2 - [Sanjay Ghemawat](https://md.research.elamur.ai/free/en/authors/sanjay-ghemawat/) ×2 - [Zhifeng Chen](https://md.research.elamur.ai/free/en/authors/zhifeng-chen/) ×2 - [Eugene Brevdo](https://md.research.elamur.ai/free/en/authors/eugene-brevdo/) - [Geoffrey Irving](https://md.research.elamur.ai/free/en/authors/geoffrey-irving/) - [Greg S. Corrado](https://md.research.elamur.ai/free/en/authors/greg-s-corrado/) - [Ian Goodfellow](https://md.research.elamur.ai/free/en/authors/ian-goodfellow/) - [Manjunath Kudlur](https://md.research.elamur.ai/free/en/authors/manjunath-kudlur/) ## Cited by Papers of our library cite their works 1,301 times (of the 149,439 papers whose bibliographies we read); [103 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/martin-abadi/cited-by/). Updated 2 November 2026