Daniel Ramage
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Cytoscape: a software environment for integrated models of biomolecular interaction networks
P Shannon, A Markiel, O Ozier, NS Baliga, JT Wang, D Ramage, N Amin, ...
Genome research 13 (11), 2498-2504, 2003
Communication-efficient learning of deep networks from decentralized data
B McMahan, E Moore, D Ramage, S Hampson, BA y Arcas
Artificial intelligence and statistics, 1273-1282, 2017
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
Practical secure aggregation for privacy-preserving machine learning
K Bonawitz, V Ivanov, B Kreuter, A Marcedone, HB McMahan, S Patel, ...
proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications …, 2017
Towards federated learning at scale: System design
K Bonawitz, H Eichner, W Grieskamp, D Huba, A Ingerman, V Ivanov, ...
Proceedings of machine learning and systems 1, 374-388, 2019
Federated optimization: Distributed machine learning for on-device intelligence
J Konečný, HB McMahan, D Ramage, P Richtárik
arXiv preprint arXiv:1610.02527, 2016
Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora
D Ramage, D Hall, R Nallapati, CD Manning
Proceedings of the 2009 conference on empirical methods in natural language …, 2009
Federated learning for mobile keyboard prediction
A Hard, K Rao, R Mathews, S Ramaswamy, F Beaufays, S Augenstein, ...
arXiv preprint arXiv:1811.03604, 2018
Learning differentially private recurrent language models
HB McMahan, D Ramage, K Talwar, L Zhang
arXiv preprint arXiv:1710.06963, 2017
Characterizing microblogs with topic models
D Ramage, S Dumais, D Liebling
Proceedings of the international AAAI conference on web and social media 4 …, 2010
Federated optimization: Distributed optimization beyond the datacenter
J Konečný, B McMahan, D Ramage
arXiv preprint arXiv:1511.03575, 2015
Federated learning: Collaborative machine learning without centralized training data
B McMahan, D Ramage
Google Research Blog 3, 2017
Applied federated learning: Improving google keyboard query suggestions
T Yang, G Andrew, H Eichner, H Sun, W Li, N Kong, D Ramage, ...
arXiv preprint arXiv:1812.02903, 2018
Practical secure aggregation for federated learning on user-held data
K Bonawitz, V Ivanov, B Kreuter, A Marcedone, HB McMahan, S Patel, ...
arXiv preprint arXiv:1611.04482, 2016
Social tag prediction
P Heymann, D Ramage, H Garcia-Molina
Proceedings of the 31st annual international ACM SIGIR conference on …, 2008
# TwitterSearch: a comparison of microblog search and web search
J Teevan, D Ramage, MR Morris
Proceedings of the fourth ACM international conference on Web search and …, 2011
Discrete distribution estimation under local privacy
P Kairouz, K Bonawitz, D Ramage
International Conference on Machine Learning, 2436-2444, 2016
Clustering the tagged web
D Ramage, P Heymann, CD Manning, H Garcia-Molina
Proceedings of the Second ACM International Conference on Web Search and …, 2009
Interpretation and trust: Designing model-driven visualizations for text analysis
J Chuang, D Ramage, C Manning, J Heer
Proceedings of the SIGCHI conference on human factors in computing systems …, 2012
Partially labeled topic models for interpretable text mining
D Ramage, CD Manning, S Dumais
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
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