Shivani Agarwal
- Artificial Intelligence top 2%
- Computer Vision and Pattern Recognition top 5%
- Management Science and Operations Research top 5%
- Computational Theory and Mathematics top 5%
- Information Systems top 5%
- Co-authors
- Harikrishna NarasimhanArun RajkumarPartha NiyogiDan RothSariel Har-PeledRalf HerbrichThore GraepelShiladitya Sengupta
- Topics
- Machine Learning and Algorithms (21 papers)Imbalanced Data Classification Techniques (16 papers)Machine Learning and Data Classification (10 papers)
- Cited by
- Artificial IntelligenceManagement Science and Operations ResearchComputer Vision and Pattern Recognition
- Journals
- SHILAP Revista de lepidopterologíaScientific ReportsMachine Learning
- Partner nations
- IndiaUnited StatesAustralia
In The Last Decade
Shivani Agarwal
60 papers receiving 884 citations
Peers
Comparison fields: 5 of 112
- Artificial Intelligence 578
- Computer Vision and Pattern Recognition 160
- Management Science and Operations Research 158
- Computational Theory and Mathematics 115
- Information Systems 113
Countries citing papers authored by Shivani Agarwal
This map shows the geographic impact of Shivani Agarwal'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 Shivani Agarwal with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Shivani Agarwal more than expected).
Fields of papers citing papers by Shivani Agarwal
This network shows the impact of papers produced by Shivani Agarwal. 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 Shivani Agarwal. The network helps show where Shivani Agarwal may publish in the future.
Co-authorship network of co-authors of Shivani Agarwal
This figure shows the co-authorship network connecting the top 25 collaborators of Shivani Agarwal. A scholar is included among the top collaborators of Shivani Agarwal 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 Shivani Agarwal. Shivani Agarwal is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 1 | |
| 2 | 2 | |
| 3 | 3 | |
| 4 | 0 | |
| 5 | 1 | |
| 6 | Accelerated Spectral Ranking | 4 |
| 7 | 2 | |
| 8 | Dueling Bandits: Beyond Condorcet Winners to General Tournament Solutions | 4 |
| 9 | When can we rank well from comparisons of O(n\log(n)) non-actively chosen pairs? | 2 |
| 10 | Ranking from Stochastic Pairwise Preferences: Recovering Condorcet Winners and Tournament Solution Sets at the Top | 3 |
| 11 | Convex Calibrated Surrogates for Hierarchical Classification | 4 |
| 12 | On the Statistical Consistency of Plug-in Classifiers for Non-decomposable Performance Measures | 32 |
| 13 | A Statistical Convergence Perspective of Algorithms for Rank Aggregation from Pairwise Data | 49 |
| 14 | Online Decision-Making in General Combinatorial Spaces | 1 |
| 15 | 8 | |
| 16 | A Structural SVM Based Approach for Optimizing Partial AUC | 37 |
| 17 | On the Statistical Consistency of Algorithms for Binary Classification under Class Imbalance | 33 |
| 18 | Classification Calibration Dimension for General Multiclass Losses | 9 |
| 19 | Generalization Bounds for Ranking Algorithms via Algorithmic Stability | 95 |
| 20 | Generalization Bounds for the Area Under the ROC Curve | 143 |
About Shivani Agarwal
Shivani Agarwal is a scholar working on Artificial Intelligence, Management Science and Operations Research and Organizational Behavior and Human Resource Management, having authored 70 papers that have together received 916 indexed citations. Recurring topics across this work include Machine Learning and Algorithms (21 papers), Imbalanced Data Classification Techniques (16 papers) and Machine Learning and Data Classification (10 papers). The work is most often cited by research in Artificial Intelligence (578 citations), Management Science and Operations Research (158 citations) and Computer Vision and Pattern Recognition (160 citations). Shivani Agarwal has collaborated with scholars based in India, United States and Australia. Frequent co-authors include Harikrishna Narasimhan, Arun Rajkumar, Partha Niyogi, Dan Roth, Sariel Har-Peled, Ralf Herbrich, Thore Graepel, Shiladitya Sengupta, Harish G. Ramaswamy and Sanjay Chawla. Their work appears in journals such as SHILAP Revista de lepidopterología, Scientific Reports and Machine Learning.
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.