Aarti Singh
- Artificial Intelligence top 5%
- Computer Networks and Communications top 5%
- Computational Mechanics top 5%
- Computational Theory and Mathematics top 5%
- Computer Vision and Pattern Recognition top 10%
- Co-authors
- Akshay KrishnamurthyYining WangAlessandro RinaldoSivaraman BalakrishnanManisha MalhotraDimple JunejaSiheng ChenLarry Wasserman
- Topics
- Sparse and Compressive Sensing Techniques (19 papers)Machine Learning and Algorithms (14 papers)Statistical Methods and Inference (13 papers)
- Journals
- SHILAP Revista de lepidopterologíaPLoS ONEIEEE Transactions on Information Theory
- Partner nations
- United StatesIndiaFrance
In The Last Decade
Aarti Singh
58 papers receiving 895 citations
Peers
Comparison fields: 5 of 102
- Artificial Intelligence 436
- Computer Networks and Communications 225
- Computational Mechanics 190
- Computational Theory and Mathematics 153
- Computer Vision and Pattern Recognition 141
Countries citing papers authored by Aarti Singh
This map shows the geographic impact of Aarti Singh'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 Aarti Singh with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Aarti Singh more than expected).
Fields of papers citing papers by Aarti Singh
This network shows the impact of papers produced by Aarti Singh. 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 Aarti Singh. The network helps show where Aarti Singh may publish in the future.
Co-authorship network of co-authors of Aarti Singh
This figure shows the co-authorship network connecting the top 25 collaborators of Aarti Singh. A scholar is included among the top collaborators of Aarti Singh based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Aarti Singh. Aarti Singh is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information | 0 |
| 2 | 0 | |
| 3 | Zeroth Order Non-convex optimization with Dueling-Choice Bandits | 0 |
| 4 | 17 | |
| 5 | 11 | |
| 6 | 1 | |
| 7 | 12 | |
| 8 | On Computationally Tractable Selection of Experiments in Measurement-Constrained Regression Models | 4 |
| 9 | Computationally Efficient Robust Sparse Estimation in High Dimensions | 10 |
| 10 | Near-Optimal Design of Experiments via Regret Minimization | 12 |
| 11 | Provably correct algorithms for matrix column subset selection with selectively sampled data | 10 |
| 12 | Stochastic Zeroth-order Optimization in High Dimensions. | 11 |
| 13 | Data Poisoning Attacks on Factorization-Based Collaborative Filtering | 41 |
| 14 | On the High Dimensional Power of a Linear-Time Two Sample Test under Mean-shift Alternatives | 6 |
| 15 | 16 | |
| 16 | Differentially private subspace clustering | 27 |
| 17 | Kernel MMD, the Median Heuristic and Distance Correlation in High Dimensions. | 4 |
| 18 | A Study on Energy Efficient Routing Protocolsin MANETs with Effect on Selfish Behaviour | 1 |
| 19 | Statistical Inference For Persistent Homology: Confidence Sets For Persistence Diagrams | 3 |
| 20 | Statistical Inference For Persistent Homology | 11 |
About Aarti Singh
Aarti Singh is a scholar working on Statistics and Probability, Computational Mathematics and Artificial Intelligence, having authored 66 papers that have together received 947 indexed citations. Recurring topics across this work include Sparse and Compressive Sensing Techniques (19 papers), Machine Learning and Algorithms (14 papers) and Statistical Methods and Inference (13 papers). The work is most often cited by research in Computational Mathematics (29 citations), Artificial Intelligence (436 citations) and Statistics and Probability (107 citations). Aarti Singh has collaborated with scholars based in United States, India and France. Frequent co-authors include Akshay Krishnamurthy, Yining Wang, Alessandro Rinaldo, Sivaraman Balakrishnan, Manisha Malhotra, Dimple Juneja, Siheng Chen, Larry Wasserman, Jelena Kovačević and Larry Wasserman. Their work appears in journals such as SHILAP Revista de lepidopterología, PLoS ONE and IEEE Transactions on Information Theory.
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.