Martín Abadi
Martín Abadi has been at Google since November 2014.
A list of publications (going back to 1985) and other information is in web pages at UC Santa Cruz (where he is now Emeritus).
Authored Publications
Sort By
Google
Dynamic Control Flow in Large-Scale Machine Learning
Yuan Yu
Manjunath Kudlur
Rajat Monga
Xiaoqiang Zheng
Eugene Brevdo
Mike Burrows
Tim Harley
Peter Hawkins
Proceedings of EuroSys 2018
A Computational Model for TensorFlow (An Introduction)
1st ACM SIGPLAN Workshop on Machine Learning and Programming Languages (MAPL 2017) (2017)
On the Protection of Private Information in Machine Learning Systems: Two Recent Approaches
Kunal Talwar
Li Zhang
Ian Goodfellow
Ilya Mironov
Proceedings of 30th IEEE Computer Security Foundations Symposium (CSF) (2017), pp. 1-6
Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data
Nicolas Papernot
Kunal Talwar
Ian Goodfellow
Proceedings of the International Conference on Learning Representations (2017)
TensorFlow: A system for large-scale machine learning
Rajat Monga
Jianmin Chen
Pete Warden
Matthieu Devin
Xiaoqiang Zheng
Yuan Yu
Manjunath Kudlur
Vijay Vasudevan
Paul Tucker
Benoit Steiner
Geoffrey Irving
12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16), USENIX Association (2016), pp. 265-283
Deep Learning with Differential Privacy
Kunal Talwar
Li Zhang
Ian Goodfellow
Ilya Mironov
Andy Chu
23rd ACM Conference on Computer and Communications Security (ACM CCS) (2016), pp. 308-318
