Nagarajan Natarajan
- Artificial Intelligence top 2%
- Computer Networks and Communications top 5%
- Molecular Biology
- Information Systems top 2%
- Statistical and Nonlinear Physics top 5%
- Co-authors
- Inderjit S. DhillonAmbuj TewariPradeep RavikumarKai-Yang ChiangCho‐Jui HsiehOluwasanmi KoyejoDonghyuk ShinEdward M. Marcotte
- Topics
- Distributed systems and fault tolerance (11 papers)Distributed and Parallel Computing Systems (8 papers)Machine Learning and Algorithms (7 papers)
- Partner nations
- United StatesIndiaCanada
In The Last Decade
Nagarajan Natarajan
58 papers receiving 1.5k citations
Peers
Comparison fields: 5 of 105
- Artificial Intelligence 683
- Computer Networks and Communications 306
- Molecular Biology 298
- Information Systems 268
- Statistical and Nonlinear Physics 236
Countries citing papers authored by Nagarajan Natarajan
This map shows the geographic impact of Nagarajan Natarajan'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 Nagarajan Natarajan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Nagarajan Natarajan more than expected).
Fields of papers citing papers by Nagarajan Natarajan
This network shows the impact of papers produced by Nagarajan Natarajan. 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 Nagarajan Natarajan. The network helps show where Nagarajan Natarajan may publish in the future.
Co-authorship network of co-authors of Nagarajan Natarajan
This figure shows the co-authorship network connecting the top 25 collaborators of Nagarajan Natarajan. A scholar is included among the top collaborators of Nagarajan Natarajan 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 Nagarajan Natarajan. Nagarajan Natarajan is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 11 | |
| 2 | 5 | |
| 3 | 1 | |
| 4 | 91 | |
| 5 | Learning Natural Programs from a Few Examples in Real-Time | 1 |
| 6 | Active Heteroscedastic Regression | 4 |
| 7 | Consistency Analysis for Binary Classification Revisited | 4 |
| 8 | 20 | |
| 9 | Optimal classification with multivariate losses | 2 |
| 10 | Regret Bounds for Non-decomposable Metrics with Missing Labels | 0 |
| 11 | Learning from Binary Labels with Instance-Dependent Corruption | 2 |
| 12 | Consistent multilabel classification | 37 |
| 13 | 215 | |
| 14 | Consistent Binary Classification with Generalized Performance Metrics | 66 |
| 15 | Learning with Noisy Labels | 247 |
| 16 | 110 | |
| 17 | Field-oriented control of induction motors with direct rotor current estimation | 1 |
| 18 | Synchronization of Redundant Computation in a Distributed System. | 4 |
| 19 | 62 | |
| 20 | A Distributed Deadlock Detection Algorithm Based on Timestamps. | 3 |
About Nagarajan Natarajan
Nagarajan Natarajan is a scholar working on Computer Networks and Communications, Hardware and Architecture and Software, having authored 63 papers that have together received 1.6k indexed citations. Recurring topics across this work include Distributed systems and fault tolerance (11 papers), Distributed and Parallel Computing Systems (8 papers) and Machine Learning and Algorithms (7 papers). The work is most often cited by research in Computational Mathematics (16 citations), Artificial Intelligence (683 citations) and Statistical and Nonlinear Physics (236 citations). Nagarajan Natarajan has collaborated with scholars based in United States, India and Canada. Frequent co-authors include Inderjit S. Dhillon, Ambuj Tewari, Pradeep Ravikumar, Kai-Yang Chiang, Cho‐Jui Hsieh, Oluwasanmi Koyejo, Donghyuk Shin, Edward M. Marcotte, John O. Woods and Sriram K. Rajamani. Their work appears in journals such as Bioinformatics, PLoS ONE and IEEE Communications Magazine.
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.