Pierre-Antoine Absil
- Computational Mechanics top 1%
- Numerical Analysis top 1%
- Computational Theory and Mathematics top 1%
- Computer Vision and Pattern Recognition top 2%
- Artificial Intelligence top 5%
- Co-authors
- Kyle A. GallivanWen HuangChristopher G. BakerPaul Van DoorenNicolas BoumalRobert MahonyBen AndrewsMariya Ishteva
- Topics
- Sparse and Compressive Sensing Techniques (23 papers)Matrix Theory and Algorithms (22 papers)Blind Source Separation Techniques (13 papers)
- Journals
- Biochimica et Biophysica Acta (BBA) - BiomembranesAstronomy and AstrophysicsNeural Computation
- Partner nations
- BelgiumUnited StatesFrance
In The Last Decade
Pierre-Antoine Absil
77 papers receiving 1.8k citations
Peers
Comparison fields: 5 of 115
- Computational Mechanics 748
- Numerical Analysis 553
- Computational Theory and Mathematics 526
- Computer Vision and Pattern Recognition 407
- Artificial Intelligence 327
Countries citing papers authored by Pierre-Antoine Absil
This map shows the geographic impact of Pierre-Antoine Absil'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 Pierre-Antoine Absil with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Pierre-Antoine Absil more than expected).
Fields of papers citing papers by Pierre-Antoine Absil
This network shows the impact of papers produced by Pierre-Antoine Absil. 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 Pierre-Antoine Absil. The network helps show where Pierre-Antoine Absil may publish in the future.
Co-authorship network of co-authors of Pierre-Antoine Absil
This figure shows the co-authorship network connecting the top 25 collaborators of Pierre-Antoine Absil. A scholar is included among the top collaborators of Pierre-Antoine Absil 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 Pierre-Antoine Absil. Pierre-Antoine Absil 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 | Interpolation on the manifold of fixed-rank positive-semidefinite matrices for parametric model order reduction: preliminary results | 6 |
| 4 | Preconditioned conjugate gradient algorithms for graph regularized matrix completion. | 3 |
| 5 | Learning sparse models of diffusive graph signals | 1 |
| 6 | A variable projection method for block term decomposition of higher-order tensors. | 2 |
| 7 | Piecewise-Bezier C1 smoothing on manifolds with application to wind field estimation | 2 |
| 8 | 4 | |
| 9 | Spatiotemporal ICA improves the selection of differentially expressed genes | 0 |
| 10 | Rank-constrained optimization: A Riemannian manifold approach | 6 |
| 11 | Capturing confounding sources of variation in DNA methylation data by spatiotemporal independent component analysis | 4 |
| 12 | ONP-MF: An Orthogonal Nonnegative Matrix Factorization Algorithm with Application to Clustering | 4 |
| 13 | RTRMC: A Riemannian trust-region method for low-rank matrix completion | 93 |
| 14 | Gene expression data analysis using spatiotemporal blind source separation | 1 |
| 15 | Fast Oriented Bounding Box Computation Using Particle Swarm Optimization | 4 |
| 16 | 3 | |
| 17 | Gradient-optimization on the orthogonal group for Independent Component Analysis | 1 |
| 18 | Continuous-time systems that solve computational problems | 9 |
| 19 | 43 | |
| 20 | 7 |
About Pierre-Antoine Absil
Pierre-Antoine Absil is a scholar working on Computational Mathematics, Numerical Analysis and Computational Mechanics, having authored 84 papers that have together received 2.0k indexed citations. Recurring topics across this work include Sparse and Compressive Sensing Techniques (23 papers), Matrix Theory and Algorithms (22 papers) and Blind Source Separation Techniques (13 papers). The work is most often cited by research in Computational Mathematics (236 citations), Numerical Analysis (553 citations) and Computational Mechanics (748 citations). Pierre-Antoine Absil has collaborated with scholars based in Belgium, United States and France. Frequent co-authors include Kyle A. Gallivan, Wen Huang, Christopher G. Baker, Paul Van Dooren, Nicolas Boumal, Robert Mahony, Ben Andrews, Mariya Ishteva, Krzysztof Kurdyka and Rodolphe Sepulchre. Their work appears in journals such as Biochimica et Biophysica Acta (BBA) - Biomembranes, Astronomy and Astrophysics and Neural Computation.
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.