Giovanni S. Alberti
Giovanni S. Alberti
MaLGa Machine Learning Genoa Center, Department of Mathematics, University of Genoa
Verified email at - Homepage
Cited by
Cited by
ADef: an iterative algorithm to construct adversarial deformations
R Alaifari, GS Alberti, T Gauksson
International Conference on Learning Representations, 2019
Lectures on elliptic methods for hybrid inverse problems
GS Alberti, Y Capdeboscq
Société Mathématique de France, Paris 25, vii+ 230, 2018
The linearized inverse problem in multifrequency electrical impedance tomography
GS Alberti, H Ammari, B Jin, JK Seo, W Zhang
SIAM journal on imaging sciences 9 (4), 1525-1551, 2016
Calderón's Inverse Problem with a Finite Number of Measurements
GS Alberti, M Santacesaria
Forum of Mathematics, Sigma 7, e35, 2019
Elliptic regularity theory applied to time harmonic anisotropic Maxwell's equations with less than Lipschitz complex coefficients
GS Alberti, Y Capdeboscq
SIAM Journal on Mathematical Analysis 46 (1), 998-1016, 2014
Disjoint sparsity for signal separation and applications to hybrid inverse problems in medical imaging
GS Alberti, H Ammari
Applied and Computational Harmonic Analysis 42 (2), 319-349, 2017
Learning the optimal Tikhonov regularizer for inverse problems
GS Alberti, E De Vito, M Lassas, L Ratti, M Santacesaria
Advances in Neural Information Processing Systems 34, 25205-25216, 2021
Infinite-dimensional inverse problems with finite measurements
GS Alberti, M Santacesaria
Archive for Rational Mechanics and Analysis 243, 1-31, 2022
Mathematical analysis of ultrafast ultrasound imaging
GS Alberti, H Ammari, F Romero, T Wintz
SIAM Journal on Applied Mathematics 77 (1), 1-25, 2017
Critical points for elliptic equations with prescribed boundary conditions
GS Alberti, G Bal, M Di Cristo
Archive for Rational Mechanics and Analysis 226, 117-141, 2017
On multiple frequency power density measurements
GS Alberti
Inverse Problems 29 (11), 115007, 2013
Dynamic spike superresolution and applications to ultrafast ultrasound imaging
GS Alberti, H Ammari, F Romero, T Wintz
SIAM Journal on Imaging Sciences 12 (3), 1501-1527, 2019
Reproducing subgroups of . Part II: admissible vectors
GS Alberti, F De Mari, E De Vito, L Mantovani
Monatshefte für Mathematik 173, 261-307, 2014
Reproducing subgroups of. Part I: algebraic classification
GS Alberti, L Balletti, F De Mari, E De Vito
Journal of Fourier Analysis and Applications 19 (4), 651-682, 2013
Enforcing local non-zero constraints in PDEs and applications to hybrid imaging problems
GS Alberti
Communications in Partial Differential Equations 40 (10), 1855-1883, 2015
Recent progress in shearlet theory: systematic construction of shearlet dilation groups, characterization of wavefront sets, and new embeddings
GS Alberti, S Dahlke, F De Mari, E De Vito, H Führ
Frames and Other Bases in Abstract and Function Spaces: Novel Methods in …, 2017
Infinite dimensional compressed sensing from anisotropic measurements and applications to inverse problems in PDE
GS Alberti, M Santacesaria
Applied and Computational Harmonic Analysis 50, 105-146, 2021
Hölder regularity for Maxwell’s equations under minimal assumptions on the coefficients
GS Alberti
Calculus of Variations and Partial Differential Equations 57 (3), 71, 2018
On multiple frequency power density measurements II. The full Maxwell's equations
GS Alberti
Journal of Differential Equations 258 (8), 2767-2793, 2015
Inverse problems on low-dimensional manifolds
GS Alberti, Á Arroyo, M Santacesaria
Nonlinearity 36 (1), 734, 2022
The system can't perform the operation now. Try again later.
Articles 1–20