Raman Arora
Impact in
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- Advanced Image and Video Retrieval Techniques
- Face and Expression Recognition
- Multimodal Machine Learning Applications
- Video Surveillance and Tracking Methods
- Image Retrieval and Classification Techniques
- Signal Processing top 2%
- Music and Audio Processing
- Speech and Audio Processing
Papers in
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- Speech and Audio Processing 11
- Music and Audio Processing 7
- Blind Source Separation Techniques 6
-
- Stochastic Gradient Optimization Techniques 11
- Speech Recognition and Synthesis 8
- Neural Networks and Applications 7
- Co-authors
- Karen LivescuJeff BilmesGalen AndrewWeiran WangAndrew CotterNathan SrebroAmbuj TewariBenjamin Van Durme
- Journals
- The Journal of the Acoustical Society of America (3 papers)IEEE Journal of Selected Topics in Signal Processing (2 papers)IEEE Transactions on Signal Processing (2 papers)IEEE Transactions on Information Theory (1 paper)IEEE Transactions on Image Processing (1 paper)
- Partner nations
- United StatesIndiaUnited Kingdom
In The Last Decade
Raman Arora
67 papers receiving 2.1k citations
Hit Papers
Peers
Comparison fields: 5 of 138
- Computer Vision and Pattern Recognition 1.0k
- Signal Processing 381
- Artificial Intelligence 1.0k
- Computational Mathematics 18
- Media Technology 108
Countries citing papers authored by Raman Arora
This map shows the geographic impact of Raman Arora'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 Raman Arora with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Raman Arora more than expected).
Fields of papers citing papers by Raman Arora
This network shows the impact of papers produced by Raman Arora. 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 Raman Arora. The network helps show where Raman Arora may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Raman Arora, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2023 | 1 | |
| 2 | 2023 | 1 | |
| 3 | Differentially Private Analysis on Graph Streams | 2021 | 1 |
| 4 | 2020 | 2 | |
| 5 | On Convergence and Generalization of Dropout Training | 2020 | 1 |
| 6 | On Differentially Private Graph Sparsification and Applications | 2019 | 11 |
| 7 | On Dropout and Nuclear Norm Regularization | 2019 | 1 |
| 8 | Stochastic PCA with $\ell_2$ and $\ell_1$ Regularization | 2018 | 1 |
| 9 | The Physical Systems Behind Optimization Algorithms | 2018 | 2 |
| 10 | Differentially Private Robust Low-Rank Approximation | 2018 | 3 |
| 11 | Streaming Principal Component Analysis in Noisy Settings. | 2018 | 6 |
| 12 | Stochastic optimization for multiview representation learning using partial least squares | 2016 | 7 |
| 13 | 2016 | 0 | |
| 14 | Consensus Ranking with Signed Permutations | 2013 | 3 |
| 15 | Deep Canonical Correlation Analysis Hit paper breakdown → | 2013 | 809 |
| 16 | Similarity-based clustering by left-stochastic matrix factorization | 2013 | 12 |
| 17 | 2012 | 13 | |
| 18 | Clustering by Left-Stochastic Matrix Factorization | 2011 | 18 |
| 19 | On Learning Rotations | 2009 | 12 |
| 20 | 1991 | 6 |
About Raman Arora
Raman Arora is a scholar working on Signal Processing, Artificial Intelligence, Computer Vision and Pattern Recognition, Computational Mechanics and Statistics and Probability, having authored 72 papers that have together received 2.1k indexed citations. Recurring topics across this work include Sparse and Compressive Sensing Techniques (11 papers), Speech and Audio Processing (11 papers), Stochastic Gradient Optimization Techniques (11 papers), Speech Recognition and Synthesis (8 papers), Music and Audio Processing (7 papers), Neural Networks and Applications (7 papers), Blind Source Separation Techniques (6 papers) and Face and Expression Recognition (6 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (1.0k citations), Signal Processing (381 citations), Artificial Intelligence (1.0k citations), Computational Mathematics (18 citations) and Media Technology (108 citations). Raman Arora has collaborated with scholars based in United States, India and United Kingdom. Frequent co-authors include Karen Livescu, Jeff Bilmes, Galen Andrew, Weiran Wang, Andrew Cotter, Nathan Srebro, Ambuj Tewari, Benjamin Van Durme, Ofer Dekel and William A. Sethares. Their work appears in journals such as The Journal of the Acoustical Society of America, IEEE Journal of Selected Topics in Signal Processing, IEEE Transactions on Signal Processing, IEEE Transactions on Information Theory and IEEE Transactions on Image Processing.
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.