Manjunath Kudlur
Manjunath Kudlur has 2 papers in our library, in 2015–2016; often with Andy Davis, Geoffrey Irving, Jeff Dean.
OpenAlex · h-index 21 · 54 works · 23,527 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1,342 times in our library · ⭐ Paper Stars ranking: #232
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Networks and Communications · 1 workHardware and Architecture · 1 workInformation Systems · 1 workArtificial Intelligence · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Machine learning · 1 work
Works by year
2010s
Papers
- TensorFlow: A system for large-scale machine learning (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… - Order Matters: Sequence to sequence for sets (2015 · 245 citations)
Seq2seq models assume that inputs and outputs arrive as ordered sequences. Many problems, such as sorting a collection of numbers or predicting the joint distribution of random variables, involve data with no obvious order. The authors show that the chosen ordering can strongly affect how well such models learn, even…
Co-authors here
- Andy Davis
- Geoffrey Irving
- Jeff Dean
- Martin Abadi
- Matthieu Devin
- Oriol Vinyals
- Paul Barham
- Samy Bengio
- Sanjay Ghemawat
- Zhifeng Chen
Cited by
Updated
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