Samet Oymak
Impact in
- Computational Mathematics top 5%
- Structural Biology top 5%
- Advanced Electron Microscopy Techniques and Applications
Papers in
-
- Stochastic Gradient Optimization Techniques 5
- Machine Learning and Algorithms 5
-
- Image and Signal Denoising Methods 7
- Co-authors
- Babak Hassibi (21 shared papers)Kishore Jaganathan (5 shared papers)Maryam Fazel (6 shared papers)Mahdi Soltanolkotabi (4 shared papers)Amin Jalali (2 shared papers)Yonina C. Eldar (1 shared paper)Christos Thrampoulidis (2 shared papers)Necmiye Özay (5 shared papers)
- Journals
- IEEE Transactions on Signal Processing (2 papers)IEEE Control Systems Letters (1 paper)Information and Inference A Journal of the IMA (1 paper)IEEE Transactions on Information Theory (1 paper)IEEE Transactions on Automatic Control (1 paper)
- Partner nations
- United StatesTürkiyeHong Kong
In The Last Decade
Samet Oymak
52 papers receiving 728 citations
Peers
Comparison fields: 5 of 72
- Computational Mathematics 20
- Structural Biology 42
- Radiation 155
- Computational Mechanics 313
- Signal Processing 112
Countries citing papers authored by Samet Oymak
This map shows the geographic impact of Samet Oymak'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 Samet Oymak with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Samet Oymak more than expected).
Fields of papers citing papers by Samet Oymak
This network shows the impact of papers produced by Samet Oymak. 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 Samet Oymak. The network helps show where Samet Oymak may publish in the future.
Co-authors
The 25 scholars most cited alongside Samet Oymak, 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 61 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2015 | 132 | |
| 2 | 2020 | 67 | |
| 3 | Regularized Linear Regression: A Precise Analysis of the Estimation Error | 2015 | 59 |
| 4 | 2012 | 59 | |
| 5 | 2013 | 54 | |
| 6 | A Simplified Approach to Recovery Conditions for
\nLow Rank Matrices | 2011 | 48 |
| 7 | 2017 | 45 | |
| 8 | 2015 | 27 | |
| 9 | 2021 | 25 | |
| 10 | 2020 | 22 | |
| 11 | Graph Clustering With Missing Data: Convex Algorithms and Analysis | 2014 | 16 |
| 12 | 2012 | 14 | |
| 13 | 2012 | 12 | |
| 14 | 2014 | 11 | |
| 15 | 2012 | 11 | |
| 16 | 2021 | 10 | |
| 17 | 2022 | 9 | |
| 18 | Parallel correlation clustering on big graphs | 2015 | 9 |
| 19 | 2014 | 8 | |
| 20 | 2019 | 8 |
About Samet Oymak
Samet Oymak is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Computational Mechanics, Signal Processing and Control and Systems Engineering, having authored 61 papers that have together received 753 indexed citations. Recurring topics across this work include Sparse and Compressive Sensing Techniques (20 papers), Blind Source Separation Techniques (8 papers), Image and Signal Denoising Methods (7 papers), Control Systems and Identification (6 papers), Statistical Methods and Inference (5 papers), Stochastic Gradient Optimization Techniques (5 papers), Machine Learning and Algorithms (5 papers) and Advanced Bandit Algorithms Research (5 papers). The work is most often cited by research in Computational Mathematics (20 citations), Structural Biology (42 citations), Radiation (155 citations), Computational Mechanics (313 citations) and Signal Processing (112 citations). Samet Oymak has collaborated with scholars based in United States, Türkiye and Hong Kong. Frequent co-authors include Babak Hassibi, Kishore Jaganathan, Maryam Fazel, Mahdi Soltanolkotabi, Amin Jalali, Yonina C. Eldar, Christos Thrampoulidis, Necmiye Özay, Karthik Mohan and Jiasi Chen. Their work appears in journals such as IEEE Transactions on Signal Processing, IEEE Control Systems Letters, Information and Inference A Journal of the IMA, IEEE Transactions on Information Theory and IEEE Transactions on Automatic Control.
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.