Daniel Ramage
Daniel Ramage
Google Research
Verified email at google.com
TitleCited byYear
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
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
Characterizing microblogs with topic models
D Ramage, S Dumais, D Liebling
Fourth international AAAI conference on weblogs and social media, 2010
Communication-efficient learning of deep networks from decentralized data
HB McMahan, E Moore, D Ramage, S Hampson
arXiv preprint arXiv:1602.05629, 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
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
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
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
Lexical semantic relatedness with random graph walks
T Hughes, D Ramage
Proceedings of the 2007 joint conference on empirical methods in natural …, 2007
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
WikiWalk: random walks on Wikipedia for semantic relatedness
E Yeh, D Ramage, CD Manning, E Agirre, A Soroa
Proceedings of the 2009 workshop on graph-based methods for natural language …, 2009
Federated optimization: Distributed machine learning for on-device intelligence
J Konečný, HB McMahan, D Ramage, P Richtárik
arXiv preprint arXiv:1610.02527, 2016
Towards federated learning at scale: System design
K Bonawitz, H Eichner, W Grieskamp, D Huba, A Ingerman, V Ivanov, ...
arXiv preprint arXiv:1902.01046, 2019
Topic modeling for the social sciences
D Ramage, E Rosen, J Chuang, CD Manning, DA McFarland
NIPS 2009 workshop on applications for topic models: text and beyond 5, 27, 2009
Federated learning: Collaborative machine learning without centralized training data
B McMahan, D Ramage
Google Research Blog 3, 2017
Federated optimization: Distributed optimization beyond the datacenter
J Konečný, B McMahan, D Ramage
arXiv preprint arXiv:1511.03575, 2015
Random walks for text semantic similarity
D Ramage, AN Rafferty, CD Manning
Proceedings of the 2009 workshop on graph-based methods for natural language …, 2009
Discrete distribution estimation under local privacy
P Kairouz, K Bonawitz, D Ramage
arXiv preprint arXiv:1602.07387, 2016
Differentiating language usage through topic models
DA McFarland, D Ramage, J Chuang, J Heer, CD Manning, D Jurafsky
Poetics 41 (6), 607-625, 2013
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