Gianluigi Pillonetto
- Control and Systems Engineering top 0.5%
- Artificial Intelligence top 1%
- Civil and Structural Engineering top 1%
- Computer Networks and Communications top 2%
- Statistics, Probability and Uncertainty top 0.5%
- Co-authors
- Giuseppe De NicolaoAlessandro ChiusoLennart LjungTianshi ChenFrancesco DinuzzoLuca SchenatoDamiano VaragnoloAleksandr Y. Aravkin
- Topics
- Control Systems and Identification (83 papers)Fault Detection and Control Systems (55 papers)Structural Health Monitoring Techniques (31 papers)
- Cited by
- Control and Systems EngineeringStatistics, Probability and UncertaintyCivil and Structural Engineering
- Journals
- IEEE Transactions on Pattern Analysis and Machine IntelligenceIEEE Transactions on Automatic ControlAutomatica
- Partner nations
- ItalyUnited StatesSweden
In The Last Decade
Gianluigi Pillonetto
139 papers receiving 3.3k citations
Hit Papers
Peers
Comparison fields: 5 of 129
- Control and Systems Engineering 2.2k
- Artificial Intelligence 860
- Civil and Structural Engineering 787
- Computer Networks and Communications 512
- Statistics, Probability and Uncertainty 392
Countries citing papers authored by Gianluigi Pillonetto
This map shows the geographic impact of Gianluigi Pillonetto'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 Gianluigi Pillonetto with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gianluigi Pillonetto more than expected).
Fields of papers citing papers by Gianluigi Pillonetto
This network shows the impact of papers produced by Gianluigi Pillonetto. 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 Gianluigi Pillonetto. The network helps show where Gianluigi Pillonetto may publish in the future.
Co-authorship network of co-authors of Gianluigi Pillonetto
This figure shows the co-authorship network connecting the top 25 collaborators of Gianluigi Pillonetto. A scholar is included among the top collaborators of Gianluigi Pillonetto 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 Gianluigi Pillonetto. Gianluigi Pillonetto 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 | 1 | |
| 3 | 7 | |
| 4 | 16 | |
| 5 | 14 | |
| 6 | 4 | |
| 7 | 3 | |
| 8 | 5 | |
| 9 | 7 | |
| 10 | 41 | |
| 11 | Convex vs non-convex estimators for regression and sparse estimation: the mean squared error properties of ARD and GLasso | 37 |
| 12 | 5 | |
| 13 | Learning Output Kernels with Block Coordinate Descent | 38 |
| 14 | 6 | |
| 15 | Learning sparse dynamic linear systems using stable spline kernels and exponential hyperpriors | 9 |
| 16 | 30 | |
| 17 | 39 | |
| 18 | 3 | |
| 19 | 6 | |
| 20 | 12 |
About Gianluigi Pillonetto
Gianluigi Pillonetto is a scholar working on Control and Systems Engineering, Statistics, Probability and Uncertainty and Statistics and Probability, having authored 142 papers that have together received 3.4k indexed citations. Recurring topics across this work include Control Systems and Identification (83 papers), Fault Detection and Control Systems (55 papers) and Structural Health Monitoring Techniques (31 papers). The work is most often cited by research in Control and Systems Engineering (2.2k citations), Statistics, Probability and Uncertainty (392 citations) and Civil and Structural Engineering (787 citations). Gianluigi Pillonetto has collaborated with scholars based in Italy, United States and Sweden. Frequent co-authors include Giuseppe De Nicolao, Alessandro Chiuso, Lennart Ljung, Tianshi Chen, Francesco Dinuzzo, Luca Schenato, Damiano Varagnolo, Aleksandr Y. Aravkin, James V. Burke and Bradley M. Bell. Their work appears in journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Automatic Control and Automatica.
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.