Aritra Dutta
Impact in
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- Advanced Neural Network Applications
- Face and Expression Recognition
Papers in
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- Sparse and Compressive Sensing Techniques 11
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- Advanced Neural Network Applications 2
- Image and Signal Denoising Methods 2
- Co-authors
- Panos Kalnis (5 shared papers)Ahmed M. Abdelmoniem (4 shared papers)Marco Canini (4 shared papers)El Houcine Bergou (4 shared papers)Chen-Yu Ho (3 shared papers)Hang Xu (3 shared papers)Peter Richtárik (3 shared papers)Xin Li (2 shared papers)
- Journals
- SIAM Journal on Matrix Analysis and Applications (2 papers)IEEE Transactions on Aerospace and Electronic Systems (1 paper)IEEE Transactions on Signal Processing (1 paper)Linear Algebra and its Applications (1 paper)Archives of Pharmacy Practice (1 paper)
- Partner nations
- Saudi ArabiaUnited StatesIndia
In The Last Decade
Aritra Dutta
21 papers receiving 170 citations
Peers
Comparison fields: 5 of 31
- Computational Mathematics 4
- Computer Vision and Pattern Recognition 72
- Artificial Intelligence 100
- Computational Mechanics 41
- Signal Processing 19
Countries citing papers authored by Aritra Dutta
This map shows the geographic impact of Aritra Dutta'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 Aritra Dutta with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Aritra Dutta more than expected).
Fields of papers citing papers by Aritra Dutta
This network shows the impact of papers produced by Aritra Dutta. 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 Aritra Dutta. The network helps show where Aritra Dutta may publish in the future.
Co-authors
The 25 scholars most cited alongside Aritra Dutta, 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 21 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2021 | 40 | |
| 2 | 2020 | 38 | |
| 3 | Compressed Communication for Distributed Deep Learning: Survey and Quantitative Evaluation | 2020 | 22 |
| 4 | DeepReduce: A Sparse-tensor Communication Framework for Federated Deep Learning | 2021 | 9 |
| 5 | 2019 | 9 | |
| 6 | 2020 | 9 | |
| 7 | 2013 | 8 | |
| 8 | 2017 | 7 | |
| 9 | 2017 | 7 | |
| 10 | 2020 | 4 | |
| 11 | 2017 | 3 | |
| 12 | 2023 | 3 | |
| 13 | Weighted Low-Rank Approximation of Matrices:Some Analytical and Numerical Aspects | 2016 | 3 |
| 14 | 2021 | 3 | |
| 15 | 2018 | 2 | |
| 16 | 2024 | 2 | |
| 17 | 2024 | 1 | |
| 18 | 2020 | 1 | |
| 19 | 2015 | 1 | |
| 20 | 2017 | 1 |
About Aritra Dutta
Aritra Dutta is a scholar working on Computational Mechanics, Computer Vision and Pattern Recognition, Artificial Intelligence, Signal Processing and Information Systems, having authored 21 papers that have together received 174 indexed citations. Recurring topics across this work include Sparse and Compressive Sensing Techniques (11 papers), Stochastic Gradient Optimization Techniques (5 papers), Blind Source Separation Techniques (3 papers), Advanced Neural Network Applications (2 papers), Domain Adaptation and Few-Shot Learning (2 papers), Infrared Target Detection Methodologies (2 papers), Remote-Sensing Image Classification (2 papers) and Image and Signal Denoising Methods (2 papers). The work is most often cited by research in Computational Mathematics (4 citations), Computer Vision and Pattern Recognition (72 citations), Artificial Intelligence (100 citations), Computational Mechanics (41 citations) and Signal Processing (19 citations). Aritra Dutta has collaborated with scholars based in Saudi Arabia, United States and India. Frequent co-authors include Panos Kalnis, Ahmed M. Abdelmoniem, Marco Canini, El Houcine Bergou, Chen-Yu Ho, Hang Xu, Peter Richtárik, Xin Li, Filip Hanzely and Xin Li. Their work appears in journals such as SIAM Journal on Matrix Analysis and Applications, IEEE Transactions on Aerospace and Electronic Systems, IEEE Transactions on Signal Processing, Linear Algebra and its Applications and Archives of Pharmacy Practice.
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.