Daniel Ramage
Top Publications Cytoscape: A Software Environment for Integrated Models of Biomolecular Interaction Networks (2003) – 56,057 citations Advances and Open Problems in Federated Learning (2020) – 6,364 citations Communication-Efficient Learning of Deep Networks from Decentralized Data (2016) – 5,104 citations Practical Secure Aggregation for Privacy-Preserving Machine Learning (2017) – 3,817 citations Federated Optimization: Distributed Machine ... <a title="Daniel Ramage" class="read-more" href="https://journalsworld.com/researchers/daniel-ramage/" aria-label="Read more about Daniel Ramage">Read more</a>
Read biography ↓Biography, research & contributions
Top Publications
- Cytoscape: A Software Environment for Integrated Models of Biomolecular Interaction Networks (2003) - 56,057 citations
- Advances and Open Problems in Federated Learning (2020) - 6,364 citations
- Communication-Efficient Learning of Deep Networks from Decentralized Data (2016) - 5,104 citations
- Practical Secure Aggregation for Privacy-Preserving Machine Learning (2017) - 3,817 citations
- Federated Optimization: Distributed Machine Learning for On-Device Intelligence (2016) - 1,624 citations
At a glance
- Full name
- Daniel Ramage
- ORCID
- 0009-0008-1390-3475
- OpenAlex ID
- https://openalex.org/A5071710055
Research interests
- Privacy-Preserving Technologies in Data, Stochastic Gradient Optimization Techniques, Topic Modeling, Cryptography and Data Security, Domain Adaptation and Few-Shot Learning
Research topics
Education
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Selected research & further reading
A curated reading list, not a ranking by citation count. References use DOI metadata, matching public scholarly records or authoritative lecture sources.
See the source-linked reading and original works in the research guide above.
Citation & publication trends
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Source: OpenAlex · Retrieved 2026-10-07. Metrics are database-specific and are not a scientific ranking.
Most-cited linked publications
Publications matched across ORCID and OpenAlex. Citation counts are source-specific.
- 56,057OpenAlex citations
- Advances and Open Problems in Federated Learning ↗2020 · Foundations and Trends® in Machine Learning6,364OpenAlex citations
- Communication-Efficient Learning of Deep Networks from Decentralized Data ↗2016 · arXiv (Cornell University)5,104OpenAlex citations
- Practical Secure Aggregation for Privacy-Preserving Machine Learning ↗2017 · ACM SIGSAC Conference on Computer and Communications Security (CCS)3,817OpenAlex citations
- Federated Optimization: Distributed Machine Learning for On-Device Intelligence ↗2016 · arXiv (Cornell University)1,624OpenAlex citations
Recent linked publications
Publications matched across ORCID and OpenAlex. Citation counts are source-specific.
- Advances and Open Problems in Federated Learning ↗2020 · Foundations and Trends® in Machine Learning
- Communication-Efficient Learning of Deep Networks from Decentralized Data ↗2016 · arXiv (Cornell University)
- Practical Secure Aggregation for Privacy-Preserving Machine Learning ↗2017 · ACM SIGSAC Conference on Computer and Communications Security (CCS)
- Federated Optimization: Distributed Machine Learning for On-Device Intelligence ↗2016 · arXiv (Cornell University)
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Career timeline
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Sign in to claim this profileSources & data information
Editorial review: 2026-10-07 · Last data update: 2026-10-07 21:15:38
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