Research output per year
Research output per year
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Dive into the research topics where José Alberto Iglesias Martínez is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Extremal Points and Sparse Optimization for Generalized Kantorovich–Rubinstein Norms
Carioni, M., Iglesias, J. A. & Walter, D., Feb 2025, In: Foundations of Computational Mathematics. 25, 1, p. 103-144 42 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Citations (Scopus)66 Downloads (Pure) -
Linear convergence of a one-cut conditional gradient method for total variation regularization
Cristinelli, G., Iglesias, J. A. & Walter, D., 23 Apr 2025, (Submitted) ArXiv.org.Research output: Working paper › Preprint › Academic
File4 Downloads (Pure) -
Monotonicity of the jump set and jump amplitudes in one-dimensional TV denoising
Cristoferi, R., Ferreira, R., Fonseca, I. & Iglesias, J. A., 17 Feb 2025, ArXiv.org.Research output: Working paper › Preprint › Academic
Open AccessFile2 Downloads (Pure) -
Nonlocal perimeters and variations: Extremality and decomposability for finite and infinite horizons
Carioni, M., Grande, L. D., Iglesias, J. A. & Schönberger, H., 7 Feb 2025, ArXiv.org.Research output: Working paper › Preprint › Academic
Open AccessFile3 Downloads (Pure) -
A Lipschitz spaces view of infinitely wide shallow neural networks
Bartolucci, F., Carioni, M., Iglesias, J. A., Korolev, Y., Naldi, E. & Vigogna, S., 18 Oct 2024, ArXiv.org, 39 p.Research output: Working paper › Preprint › Academic
Open AccessFile4 Downloads (Pure)
Datasets
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Conditional gradients for total variation regularization with PDE constraints: a graph cuts approach
Cristinelli, G. (Creator), Iglesias, J. A. (Creator) & Walter, D. (Creator), Zenodo, 27 Oct 2023
DOI: 10.5281/zenodo.10048384, https://zenodo.org/record/10048385 and one more link, https://doi.org/10.5281/zenodo.10048385 (show fewer)
Dataset
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One cut conditional gradient method for total variation regularization
Cristinelli, G. (Creator), Iglesias, J. A. (Creator) & Walter, D. (Creator), Zenodo, 16 Apr 2025
DOI: 10.5281/zenodo.15231157, https://zenodo.org/records/15231157 and 2 more links, https://zenodo.org/records/15231158, https://doi.org/10.5281/zenodo.15231158 (show fewer)
Dataset
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Conditional gradient methods in total variation regularization of inverse problems for PDEs
Iglesias Martínez, J. A. (Speaker)
12 Aug 2024Activity: Talk or presentation › Invited talk
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Kantorovich-Rubinstein norms: Sparsity and shallow networks
Iglesias Martínez, J. A. (Speaker)
6 Aug 2024Activity: Talk or presentation › Invited talk
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Numerical functional analysis and optimization (Journal)
Iglesias Martínez, J. A. (Editor)
1 Sept 2023 → …Activity: Publication peer-review and editorial work › Editorial work
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On extremal points arising from some convex functionals
Iglesias Martínez, J. A. (Speaker)
7 Dec 2023Activity: Talk or presentation › Invited talk
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Convergence of solutions of total variation regularized inverse problems
Iglesias Martínez, J. A. (Speaker)
28 Feb 2023Activity: Talk or presentation › Invited talk