| Tensorflow: A system for large-scale machine learning M Abadi, P Barham, J Chen, Z Chen, A Davis, J Dean, M Devin, ... 12th {USENIX} symposium on operating systems design and implementation …, 2016 | 33152* | 2016 |
| Deep learning with differential privacy M Abadi, A Chu, I Goodfellow, HB McMahan, I Mironov, K Talwar, L Zhang Proceedings of the 2016 ACM SIGSAC conference on computer and communications …, 2016 | 2372 | 2016 |
| Mechanism design via differential privacy F McSherry, K Talwar 48th Annual IEEE Symposium on Foundations of Computer Science (FOCS'07), 94-103, 2007 | 2051 | 2007 |
| Quincy: fair scheduling for distributed computing clusters M Isard, V Prabhakaran, J Currey, U Wieder, K Talwar, A Goldberg Proceedings of the ACM SIGOPS 22nd symposium on Operating systems principles …, 2009 | 1094 | 2009 |
| A tight bound on approximating arbitrary metrics by tree metrics J Fakcharoenphol, S Rao, K Talwar Journal of Computer and System Sciences 69 (3), 485-497, 2004 | 911 | 2004 |
| The complexity of pure Nash equilibria A Fabrikant, C Papadimitriou, K Talwar Proceedings of the thirty-sixth annual ACM symposium on Theory of computing …, 2004 | 776 | 2004 |
| Detecting format string vulnerabilities with type qualifiers. U Shankar, K Talwar, JS Foster, DA Wagner USENIX Security Symposium, 201-220, 2001 | 585 | 2001 |
| Semi-supervised knowledge transfer for deep learning from private training data N Papernot, M Abadi, U Erlingsson, I Goodfellow, K Talwar arXiv preprint arXiv:1610.05755, 2016 | 550 | 2016 |
| Learning differentially private recurrent language models HB McMahan, D Ramage, K Talwar, L Zhang arXiv preprint arXiv:1710.06963, 2017 | 538* | 2017 |
| Privacy, accuracy, and consistency too: a holistic solution to contingency table release B Barak, K Chaudhuri, C Dwork, S Kale, F McSherry, K Talwar Proceedings of the twenty-sixth ACM SIGMOD-SIGACT-SIGART symposium on …, 2007 | 505 | 2007 |
| Adversarially robust generalization requires more data L Schmidt, S Santurkar, D Tsipras, K Talwar, A Mądry arXiv preprint arXiv:1804.11285, 2018 | 431 | 2018 |
| On the geometry of differential privacy M Hardt, K Talwar Proceedings of the forty-second ACM symposium on Theory of computing, 705-714, 2010 | 363 | 2010 |
| Scalable private learning with pate N Papernot, S Song, I Mironov, A Raghunathan, K Talwar, Ú Erlingsson arXiv preprint arXiv:1802.08908, 2018 | 298 | 2018 |
| An approximate truthful mechanism for combinatorial auctions with single parameter agents A Archer, C Papadimitriou, K Talwar, É Tardos Internet Mathematics 1 (2), 129-150, 2004 | 294 | 2004 |
| Tensorflow: Large-scale machine learning on heterogeneous distributed systems. arXiv 2016 M Abadi, A Agarwal, P Barham, E Brevdo, Z Chen, C Citro, GS Corrado, ... arXiv preprint arXiv:1603.04467, 2019 | 263 | 2019 |
| Bypassing the embedding: algorithms for low dimensional metrics K Talwar Proceedings of the thirty-sixth annual ACM symposium on Theory of computing …, 2004 | 215 | 2004 |
| Analyze gauss: optimal bounds for privacy-preserving principal component analysis C Dwork, K Talwar, A Thakurta, L Zhang Proceedings of the forty-sixth annual ACM symposium on Theory of computing …, 2014 | 214 | 2014 |
| Heuristics for vector bin packing R Panigrahy, K Talwar, L Uyeda, U Wieder research. microsoft. com, 2011 | 211 | 2011 |
| The price of privacy and the limits of LP decoding C Dwork, F McSherry, K Talwar Proceedings of the thirty-ninth annual ACM Symposium on Theory of Computing …, 2007 | 202 | 2007 |
| Paths, trees, and minimum latency tours K Chaudhuri, B Godfrey, S Rao, K Talwar 44th Annual IEEE Symposium on Foundations of Computer Science, 2003 …, 2003 | 199 | 2003 |
Martin AbadiResearch Scientist, Google, and Professor Emeritus, UC Santa CruzVerified email at cs.ucsc.edu
