Expertises

  • Mathematics

    • Total Variation
    • Regularization
    • Extremal Point
    • Variations
    • Order
  • Earth and Planetary Sciences

    • Ball
    • Characterization
    • Variation

Organisaties

Publicaties

2025

Vector-Valued Reproducing Kernel Banach Spaces for Neural Networks and Operators (2025)[Working paper › Preprint]. ArXiv.org. Dummer, S., Heeringa, T. J. & Iglesias, J. A.https://doi.org/10.48550/arXiv.2509.26371Conditional gradients for total variation regularization with PDE constraints: A graph cuts approach (2025)Computational optimization and applications (E-pub ahead of print/First online). Cristinelli, G., Iglesias, J. A. & Walter, D.https://doi.org/10.1007/s10589-025-00699-4Second-Order Flows for Approaching Stationary Points of a Class of Nonconvex Energies via Convex-Splitting Schemes (2025)SIAM journal on scientific computing, 47(3), A1604-A1627. Chen, H., Dong, G., Iglesias, J. A., Liu, W. & Xie, Z.https://doi.org/10.1137/24M1681409Linear convergence of a one-cut conditional gradient method for total variation regularization (2025)[Working paper › Preprint]. ArXiv.org (Submitted). Cristinelli, G., Iglesias, J. A. & Walter, D.https://doi.org/10.48550/arXiv.2504.16899One cut conditional gradient method for total variation regularization (2025)[Dataset Types › Dataset]. Zenodo. Cristinelli, G., Iglesias, J. A. & Walter, D.https://doi.org/10.5281/zenodo.15231157Monotonicity of the jump set and jump amplitudes in one-dimensional TV denoising (2025)[Working paper › Preprint]. ArXiv.org. Cristoferi, R., Ferreira, R., Fonseca, I. & Iglesias, J. A.https://doi.org/10.48550/arXiv.2502.11714Nonlocal perimeters and variations: Extremality and decomposability for finite and infinite horizons (2025)[Working paper › Preprint]. ArXiv.org. Carioni, M., Grande, L. D., Iglesias, J. A. & Schönberger, H.https://doi.org/10.48550/arXiv.2502.05149Extremal Points and Sparse Optimization for Generalized Kantorovich–Rubinstein Norms (2025)Foundations of Computational Mathematics, 25(1), 103-144. Carioni, M., Iglesias, J. A. & Walter, D.https://doi.org/10.1007/s10208-023-09634-7

2024

Dyadic Partition-Based Training Schemes for TV/TGV Denoising (2024)Journal of Mathematical Imaging and Vision, 66(6), 1070-1108. Davoli, E., Ferreira, R., Fonseca, I. & Iglesias, J. A.https://doi.org/10.1007/s10851-024-01213-xSparse optimization of TV regularized inverse problems with PDEs (2024)[Contribution to conference › Poster] 4th Annual Meeting of the Dutch Inverse Problems Community​​​​. Cristinelli, G., Iglesias, J. A. & Walter, D.

Onderzoeksprofielen

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