Mauro Maggioni
- Artificial Intelligence top 1%
- Computer Vision and Pattern Recognition top 1%
- Molecular Biology top 10%
- Statistical and Nonlinear Physics top 1%
- Computational Mechanics top 2%
- Co-authors
- Ronald R. CoifmanStéphane LafonBoaz NadlerFrederick WarnerSteven W. ZuckerSridhar MahadevanArthur SzlamMary A. Rohrdanz
- Topics
- Image and Signal Denoising Methods (15 papers)Sparse and Compressive Sensing Techniques (13 papers)Advanced Mathematical Modeling in Engineering (10 papers)
- Cited by
- Computational MathematicsStatistical and Nonlinear PhysicsComputer Vision and Pattern Recognition
- Journals
- Proceedings of the National Academy of SciencesThe Journal of Chemical PhysicsSHILAP Revista de lepidopterología
- Partner nations
- United StatesItalyUnited Kingdom
In The Last Decade
Mauro Maggioni
81 papers receiving 3.3k citations
Hit Papers
Peers
Comparison fields: 5 of 160
- Artificial Intelligence 901
- Computer Vision and Pattern Recognition 816
- Molecular Biology 766
- Statistical and Nonlinear Physics 530
- Computational Mechanics 513
Countries citing papers authored by Mauro Maggioni
This map shows the geographic impact of Mauro Maggioni'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 Mauro Maggioni with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mauro Maggioni more than expected).
Fields of papers citing papers by Mauro Maggioni
This network shows the impact of papers produced by Mauro Maggioni. 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 Mauro Maggioni. The network helps show where Mauro Maggioni may publish in the future.
Co-authorship network of co-authors of Mauro Maggioni
This figure shows the co-authorship network connecting the top 25 collaborators of Mauro Maggioni. A scholar is included among the top collaborators of Mauro Maggioni 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 Mauro Maggioni. Mauro Maggioni is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | 7 | |
| 2 | 58 | |
| 3 | Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms | 15 |
| 4 | 33 | |
| 5 | Learning by Unsupervised Nonlinear Diffusion | 10 |
| 6 | 17 | |
| 7 | Nonlinear Unsupervised Clustering of Hyperspectral Images with Applications to Anomaly Detection and Active Learning | 2 |
| 8 | Multiscale Strategies for Computing Optimal Transport | 5 |
| 9 | Geometric Dimensionality Reduction for Subsequent Classification | 0 |
| 10 | Randomer Forests | 5 |
| 11 | Random Projection Forests | 2 |
| 12 | Dictionary Learning and Non-Asymptotic Bounds for Geometric Multi-Resolution Analysis | 0 |
| 13 | Multiscale Geometric Methods for Data Sets II: Geometric Wavelets | 2 |
| 14 | Learning Gradients: Predictive Models that Infer Geometry and Statistical Dependence | 13 |
| 15 | Multiscale Estimation of Intrinsic Dimensionality of Data Sets | 27 |
| 16 | 70 | |
| 17 | Proto-value Functions: A Laplacian Framework for Learning Representation and Control in Markov Decision Processes | 142 |
| 18 | Learning representation and control in continuous Markov decision processes | 21 |
| 19 | Diffusion waveletsbreakdown → | 347 |
| 20 | Value Function Approximation with Diffusion Wavelets and Laplacian Eigenfunctions | 61 |
About Mauro Maggioni
Mauro Maggioni is a scholar working on Computational Mathematics, Media Technology and Statistical and Nonlinear Physics, having authored 87 papers that have together received 3.5k indexed citations. Recurring topics across this work include Image and Signal Denoising Methods (15 papers), Sparse and Compressive Sensing Techniques (13 papers) and Advanced Mathematical Modeling in Engineering (10 papers). The work is most often cited by research in Computational Mathematics (83 citations), Statistical and Nonlinear Physics (530 citations) and Computer Vision and Pattern Recognition (816 citations). Mauro Maggioni has collaborated with scholars based in United States, Italy and United Kingdom. Frequent co-authors include Ronald R. Coifman, Stéphane Lafon, Boaz Nadler, Frederick Warner, Steven W. Zucker, Sridhar Mahadevan, Arthur Szlam, Mary A. Rohrdanz, Cecilia Clementi and Wenwei Zheng. Their work appears in journals such as Proceedings of the National Academy of Sciences, The Journal of Chemical Physics and SHILAP Revista de lepidopterología.
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.