Daniel Ramage
Impact in
- Artificial Intelligence top 0.05%
- Privacy-Preserving Technologies in Data
- Topic Modeling
- Cryptography and Data Security
- Text and Document Classification Technologies
- Adversarial Robustness in Machine Learning
- General Social Sciences top 0.1%
- Computational and Text Analysis Methods
Papers in
-
- Privacy-Preserving Technologies in Data 8
- Topic Modeling 5
- Natural Language Processing Techniques 5
- Adversarial Robustness in Machine Learning 2
-
- Computational and Text Analysis Methods 3
- Co-authors
- Christopher D. Manning (9 shared papers)H. Brendan McMahan (5 shared papers)Sarvar Patel (1 shared paper)Ben Kreuter (1 shared paper)Antonio Marcedone (1 shared paper)Keith Bonawitz (1 shared paper)Karn Seth (1 shared paper)David Hall (2 shared papers)
- Journals
- Communications of the ACM (1 paper)Poetics (1 paper)Queue (1 paper)IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA) (1 paper)ACM SIGSAC Conference on Computer and Communications Security (CCS) (1 paper)
- Partner nations
- United StatesSpainUnited Kingdom
In The Last Decade
Daniel Ramage
25 papers receiving 9.2k citations
Daniel Ramage's Hit Papers
Peers
Comparison fields: 5 of 136
- Artificial Intelligence 7.4k
- General Social Sciences 301
- Information Systems 1.3k
- Computer Networks and Communications 594
- Health Informatics 53
Countries citing papers authored by Daniel Ramage
This map shows the geographic impact of Daniel Ramage's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Daniel Ramage with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Daniel Ramage more than expected).
Fields of papers citing papers by Daniel Ramage
This network shows the impact of papers produced by Daniel Ramage. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Daniel Ramage. The network helps show where Daniel Ramage may publish in the future.
Co-authors
The 25 scholars most cited alongside Daniel Ramage, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 25 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Advances and Open Problems in Federated Learning Hit paper breakdown → | 2020 | 3698 |
| 2 | Practical Secure Aggregation for Privacy-Preserving Machine Learning Hit paper breakdown → | 2017 | 2465 |
| 3 | Labeled LDA Hit paper breakdown → | 2009 | 976 |
| 4 | Characterizing Microblogs with Topic Models Hit paper breakdown → | 2010 | 547 |
| 5 | #TwitterSearch Hit paper breakdown → | 2011 | 294 |
| 6 | 2008 | 244 | |
| 7 | 2012 | 198 | |
| 8 | Back to the Drawing Board: A Critical Evaluation of Poisoning Attacks on Production Federated Learning Hit paper breakdown → | 2022 | 178 |
| 9 | 2011 | 177 | |
| 10 | 2009 | 161 | |
| 11 | Lexical Semantic Relatedness with Random Graph Walks | 2007 | 134 |
| 12 | 2009 | 121 | |
| 13 | 2013 | 102 | |
| 14 | 2007 | 69 | |
| 15 | 2009 | 63 | |
| 16 | 2021 | 54 | |
| 17 | Learning Differentially Private Language Models Without Losing Accuracy | 2017 | 49 |
| 18 | 2022 | 29 | |
| 19 | 2003 | 26 | |
| 20 | 2024 | 12 |
About Daniel Ramage
Daniel Ramage is a scholar working on Artificial Intelligence, General Social Sciences, Information Systems, Statistics, Probability and Uncertainty and Computer Vision and Pattern Recognition, having authored 25 papers that have together received 9.6k indexed citations. Recurring topics across this work include Privacy-Preserving Technologies in Data (8 papers), Topic Modeling (5 papers), Natural Language Processing Techniques (5 papers), Information Retrieval and Search Behavior (4 papers), Computational and Text Analysis Methods (3 papers), Adversarial Robustness in Machine Learning (2 papers), Web Data Mining and Analysis (2 papers) and Data Visualization and Analytics (2 papers). The work is most often cited by research in Artificial Intelligence (7.4k citations), General Social Sciences (301 citations), Information Systems (1.3k citations), Computer Networks and Communications (594 citations) and Health Informatics (53 citations). Daniel Ramage has collaborated with scholars based in United States, Spain and United Kingdom. Frequent co-authors include Christopher D. Manning, H. Brendan McMahan, Sarvar Patel, Ben Kreuter, Antonio Marcedone, Keith Bonawitz, Karn Seth, David Hall, Ramesh M. Nallapati and Susan Dumais. Their work appears in journals such as Communications of the ACM, Poetics, Queue, IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA) and ACM SIGSAC Conference on Computer and Communications Security (CCS).
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.