Automatic parameter setting for Arnoldi-Tikhonov methods. - Silvia Gazzola; Paolo Novati (J. Comput. Appl. Math., 2014)

Embedded techniques for choosing the parameter in Tikhonov regularization. - Silvia Gazzola; Paolo Novati; Maria Rosaria Russo (Numer. Linear Algebra Appl., 2014)

Generalized Arnoldi-Tikhonov Method for Sparse Reconstruction. - Silvia Gazzola; James G. Nagy (SIAM J. Sci. Comput., 2014)

Image reconstruction and restoration using the simplified topological ε-algorithm. - Silvia Gazzola; Anna Karapiperi (Appl. Math. Comput., 2016)

On the Lanczos and Golub-Kahan reduction methods applied to discrete ill-posed problems. - Silvia Gazzola; Enyinda Onunwor; Lothar Reichel; Giuseppe Rodriguez (Numer. Linear Algebra Appl., 2016)

Fast Nonnegative Least Squares Through Flexible Krylov Subspaces. - Silvia Gazzola; Yves Wiaux (SIAM J. Sci. Comput., 2017)

Adaptive Regularization Parameter Choice Rules for Large-Scale Problems. - Silvia Gazzola; Malena Sabate Landman (CoRR, 2019)

An Inner-Outer Iterative Method for Edge Preservation in Image Restoration and Reconstruction. - Silvia Gazzola; Misha E. Kilmer; James G. Nagy; Oguz Semerci; Eric L. Miller 001 (CoRR, 2019)

IR Tools: a MATLAB package of iterative regularization methods and large-scale test problems. - Silvia Gazzola; Per Christian Hansen; James G. Nagy (Numer. Algorithms, 2019)

Flexible Krylov Methods for ℓp Regularization. - Julianne Chung; Silvia Gazzola (SIAM J. Sci. Comput., 2019)

Some transpose-free CG-like solvers for nonsymmetric ill-posed problems. - Silvia Gazzola; Paolo Novati (J. Num. Math., 2020)

Krylov Methods for Low-Rank Regularization. - Silvia Gazzola; Chang Meng; James G. Nagy (SIAM J. Matrix Anal. Appl., 2020)

Flexible CGLS for box-constrained linear least squares problems. - Silvia Gazzola (ICCSA (Workshops), 2021)

Efficient edge-preserving methods for dynamic inverse problems. - Mirjeta Pasha; Arvind K. Saibaba; Silvia Gazzola; Malena I. Español; Eric de Sturler (CoRR, 2021)

Efficient learning methods for large-scale optimal inversion design. - Julianne Chung; Matthias Chung; Silvia Gazzola; Mirjeta Pasha (CoRR, 2021)

Flexible Krylov Methods for Edge Enhancement in Imaging. - Silvia Gazzola; Sebastian James Scott; Alastair Spence (J. Imaging, 2021)

On the block Lanczos and block Golub-Kahan reduction methods applied to discrete ill-posed problems. - Abdulaziz Alqahtani; Silvia Gazzola; Lothar Reichel; Giuseppe Rodriguez (Numer. Linear Algebra Appl., 2021)

Regularization by Inexact Krylov Methods with Applications to Blind Deblurring. - Silvia Gazzola; Malena Sabate Landman (SIAM J. Matrix Anal. Appl., 2021)

Iteratively Reweighted FGMRES and FLSQR for Sparse Reconstruction. - Silvia Gazzola; James G. Nagy; Malena Sabate Landman (SIAM J. Sci. Comput., 2021)

Automatic balancing parameter selection for Tikhonov-TV regularization. - Ali Gholami; Silvia Gazzola (CoRR, 2022)

Undersampling Raster Scans in Spectromicroscopy for reduced dose and faster measurements. - Oliver Townsend; Silvia Gazzola; Sergey Dolgov; Paul Quinn (CoRR, 2022)

Symmetrization Techniques in Image Deblurring. - Marco Donatelli; Paola Ferrari; Silvia Gazzola (CoRR, 2022)

Optimisation of seismic imaging via bilevel learning. - Shaunagh Downing; Silvia Gazzola; Ivan G. Graham; Euan A. Spence (CoRR, 2023)

On Optimal Regularization Parameters via Bilevel Learning. - Matthias J. Ehrhardt; Silvia Gazzola; Sebastian James Scott (CoRR, 2023)

Automatic nonstationary anisotropic Tikhonov regularization through bilevel optimization. - Silvia Gazzola; Ali Gholami (CoRR, 2024)

Efficient gradient-based methods for bilevel learning via recycling Krylov subspaces. - Matthias J. Ehrhardt; Silvia Gazzola; Sebastian James Scott (CoRR, 2024)

Computational Methods for Large-Scale Inverse Problems: A Survey on Hybrid Projection Methods. - Julianne Chung; Silvia Gazzola (SIAM Rev., 2024)

Optimal Space-Variant Anisotropic Tikhonov Regularization for Full Waveform Inversion of Sparse Data. - Ali Gholami; Silvia Gazzola (IEEE Geosci. Remote. Sens. Lett., 2025)

TRIPs-Py: Techniques for regularization of inverse problems in python. - Mirjeta Pasha; Silvia Gazzola; Connor Sanderford; Ugochukwu O. Ugwu (Numer. Algorithms, 2025)

Alternating steepest descent methods for tensor completion with applications to spectromicroscopy. - Oliver Townsend; Sergey Dolgov; Silvia Gazzola; Misha Elena Kilmer (CoRR, 2025)