Advances and open problems in federated learning P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ... Foundations and trends® in machine learning 14 (1–2), 1-210, 2021 | 5653 | 2021 |
An improved data stream summary: the count-min sketch and its applications G Cormode, S Muthukrishnan Journal of Algorithms 55 (1), 58-75, 2005 | 2412 | 2005 |
Key differences between Web 1.0 and Web 2.0 G Cormode, B Krishnamurthy First Monday, 2008 | 1500 | 2008 |
Node classification in social networks S Bhagat, G Cormode, S Muthukrishnan Social network data analytics, 115-148, 2011 | 733 | 2011 |
What's hot and what's not: tracking most frequent items dynamically G Cormode, S Muthukrishnan ACM Transactions on Database Systems (TODS) 30 (1), 249-278, 2005 | 726 | 2005 |
Privbayes: Private data release via bayesian networks J Zhang, G Cormode, CM Procopiuc, D Srivastava, X Xiao ACM Transactions on Database Systems (TODS) 42 (4), 1-41, 2017 | 725 | 2017 |
Synopses for massive data: Samples, histograms, wavelets, sketches G Cormode, M Garofalakis, PJ Haas, C Jermaine Foundations and Trends® in Databases 4 (1–3), 1-294, 2011 | 659 | 2011 |
Differentially Private Spatial Decompositions G Cormode, M Procopiuc, E Shen, D Srivastava, T Yu Arxiv preprint arXiv:1103.5170, 2011 | 479 | 2011 |
Finding frequent items in data streams G Cormode, M Hadjieleftheriou Proceedings of the VLDB Endowment 1 (2), 1530-1541, 2008 | 404 | 2008 |
What's new: Finding significant differences in network data streams G Cormode, S Muthukrishnan IEEE/ACM Transactions on Networking 13 (6), 1219-1232, 2005 | 343 | 2005 |
An improved data stream summary: The count-min sketch and its applications G Cormode, S Muthukrishnan LATIN 2004: Theoretical Informatics: 6th Latin American Symposium, Buenos …, 2004 | 337 | 2004 |
The string edit distance matching problem with moves G Cormode, S Muthukrishnan ACM Transactions on Algorithms (TALG) 3 (1), 1-19, 2007 | 335 | 2007 |
Privacy at scale: Local differential privacy in practice G Cormode, S Jha, T Kulkarni, N Li, D Srivastava, T Wang Proceedings of the 2018 International Conference on Management of Data, 1655 …, 2018 | 301 | 2018 |
Class-based graph anonymization for social network data S Bhagat, G Cormode, B Krishnamurthy, D Srivastava Proceedings of the VLDB Endowment 2 (1), 766-777, 2009 | 300 | 2009 |
Opacus: User-friendly differential privacy library in PyTorch A Yousefpour, I Shilov, A Sablayrolles, D Testuggine, K Prasad, M Malek, ... arXiv preprint arXiv:2109.12298, 2021 | 293 | 2021 |
Practical Verified Computation with Streaming Interactive Proofs G Cormode, M Mitzenmacher, J Thaler Arxiv preprint arXiv:1105.2003, 2011 | 291 | 2011 |
Sketching streams through the net: Distributed approximate query tracking G Cormode, M Garofalakis Proceedings of the 31st international conference on Very large data bases, 13-24, 2005 | 286 | 2005 |
Finding hierarchical heavy hitters in data streams G Cormode, F Korn, S Muthukrishnan, D Srivastava Proceedings 2003 VLDB Conference, 464-475, 2003 | 269 | 2003 |
Holistic aggregates in a networked world: Distributed tracking of approximate quantiles G Cormode, M Garofalakis, S Muthukrishnan, R Rastogi Proceedings of the 2005 ACM SIGMOD international conference on Management of …, 2005 | 268 | 2005 |
Combinatorial algorithms for compressed sensing G Cormode, S Muthukrishnan Structural Information and Communication Complexity: 13th International …, 2006 | 264 | 2006 |