Alexander Ratner
Impact in
- Artificial Intelligence top 2%
- Topic Modeling
- Natural Language Processing Techniques
- Machine Learning and Data Classification
- Data Stream Mining Techniques
- Machine Learning and Algorithms
- Health Informatics top 10%
Papers in
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- Machine Learning and Data Classification 7
- Domain Adaptation and Few-Shot Learning 3
- Explainable Artificial Intelligence (XAI) 2
- Topic Modeling 2
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- Biomedical Text Mining and Ontologies 2
- Genetics, Bioinformatics, and Biomedical Research 1
- Co-authors
- Henry R. Ehrenberg (6 shared papers)Stephen H. Bach (5 shared papers)Sen Wu (4 shared papers)Jason Fries (4 shared papers)Christopher Ré (4 shared papers)Christopher Ré (5 shared papers)Cristina Re (4 shared papers)Ze’ev Seltzer (4 shared papers)
- Journals
- Proceedings of the VLDB Endowment (2 papers)Science Translational Medicine (1 paper)Nature Communications (1 paper)Neuroreport (1 paper)The VLDB Journal (1 paper)
- Partner nations
- United StatesIsraelIreland
In The Last Decade
Alexander Ratner
21 papers receiving 988 citations
Alexander Ratner's Hit Papers
Peers
Comparison fields: 5 of 132
- Artificial Intelligence 653
- Health Informatics 21
- Computer Science Applications 47
- Management Science and Operations Research 89
- Computer Vision and Pattern Recognition 132
Countries citing papers authored by Alexander Ratner
This map shows the geographic impact of Alexander Ratner'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 Alexander Ratner with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Alexander Ratner more than expected).
Fields of papers citing papers by Alexander Ratner
This network shows the impact of papers produced by Alexander Ratner. 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 Alexander Ratner. The network helps show where Alexander Ratner may publish in the future.
Co-authors
The 25 scholars most cited alongside Alexander Ratner, 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 22 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Snorkel Hit paper breakdown → | 2017 | 378 |
| 2 | 2019 | 201 | |
| 3 | 2019 | 76 | |
| 4 | 2020 | 56 | |
| 5 | 1998 | 56 | |
| 6 | Data Programming: Creating Large Training Sets, Quickly. | 2016 | 56 |
| 7 | 2017 | 40 | |
| 8 | Learning to Compose Domain-Specific Transformations for Data Augmentation. | 2017 | 35 |
| 9 | Learning the Structure of Generative Models without Labeled Data. | 2017 | 34 |
| 10 | 1997 | 25 | |
| 11 | A Kernel Theory of Modern Data Augmentation. | 2019 | 19 |
| 12 | 1998 | 15 | |
| 13 | 2016 | 13 | |
| 14 | 2019 | 12 | |
| 15 | 1998 | 12 | |
| 16 | The Role of Massively Multi-Task and Weak Supervision in Software 2.0. | 2019 | 10 |
| 17 | Learning Dependency Structures for Weak Supervision Models | 2019 | 6 |
| 18 | 2024 | 3 | |
| 19 | 2022 | 3 | |
| 20 | Snorkel: A System for Lightweight Extraction. | 2017 | 2 |
About Alexander Ratner
Alexander Ratner is a scholar working on Artificial Intelligence, Molecular Biology, Physiology, Neurology and Information Systems, having authored 22 papers that have together received 1.1k indexed citations. Recurring topics across this work include Machine Learning and Data Classification (7 papers), Domain Adaptation and Few-Shot Learning (3 papers), Pain Mechanisms and Treatments (3 papers), Botulinum Toxin and Related Neurological Disorders (2 papers), Explainable Artificial Intelligence (XAI) (2 papers), Biomedical Text Mining and Ontologies (2 papers), Topic Modeling (2 papers) and Genetics, Bioinformatics, and Biomedical Research (1 paper). The work is most often cited by research in Artificial Intelligence (653 citations), Health Informatics (21 citations), Computer Science Applications (47 citations), Management Science and Operations Research (89 citations) and Computer Vision and Pattern Recognition (132 citations). Alexander Ratner has collaborated with scholars based in United States, Israel and Ireland. Frequent co-authors include Henry R. Ehrenberg, Stephen H. Bach, Sen Wu, Jason Fries, Christopher Ré, Christopher Ré, Cristina Re, Ze’ev Seltzer, Yoram Shir and Jared Dunnmon. Their work appears in journals such as Proceedings of the VLDB Endowment, Science Translational Medicine, Nature Communications, Neuroreport and The VLDB Journal.
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.