Publications: Mr Salvatore Riccio
Bubba TA, Calatroni L, Catozzi A, Crisci S, Pock T, Pragliola M, Rautio S, Riccio D et al.
(
2024
)
.
Bilevel Learning of Regularization Models and Their Discretization for Image Deblurring and Super-Resolution
.
Advanced Techniques in Optimization for Machine Learning and Imaging
,
vol.
61
,
Springer Nature
Benning M, Bubba TA, Ratti L, Riccio D
(
2024
)
.
Trust your source: quantifying source condition elements for variational regularisation methods
.
IMA Journal of Applied Mathematics
vol.
89
,
(
1
)
12
-
43
.
Kabri S, Auras A, Riccio D, Bauermeister H, Benning M, Moeller M, Burger M
(
2024
)
.
Convergent Data-Driven Regularizations for CT Reconstruction
.
Communications on Applied Mathematics and Computation
vol.
6
,
(
2
)
1342
-
1368
.
Riccio SD, Dyankov D, Jansen G, Di Fatta G, Nicosia G
(
2020
)
.
Pareto Multi-task Deep Learning
.
Artificial Neural Networks and Machine Learning – ICANN 2020
,
vol.
12397
,
Springer Nature
Dyankov D, Riccio SD, Di Fatta G, Nicosia G
(
2019
)
.
Multi-task Learning by Pareto Optimality
.
Lecture Notes in Computer Science
.
vol.
11943
,
605
-
618
.
Greco A, Riccio SD, Timmis J, Nicosia G
(
2020
)
.
Assessing Algorithm Parameter Importance Using Global Sensitivity Analysis
.
Springer
.
Conference:
SEA² 2019
(
Kalamata, Greece
)