Browse by UCL people
Group by: Type | Date
Number of items: 4.
Article
Amjad, J;
Lyu, Z;
Rodrigues, MRD;
(2021)
Deep learning model-aware regulatization with applications to Inverse Problems.
IEEE Transactions on Signal Processing
, 69
pp. 6371-6385.
10.1109/TSP.2021.3125601.
|
Proceedings paper
|
Amjad, Jaweria;
Lyu, Zhaoyan;
Rodrigues, Miguel RD;
(2021)
Regression with Deep Neural Networks: Generalization Error Guarantees, Learning Algorithms, and Regularizers.
In:
2021 29th European Signal Processing Conference (EUSIPCO).
(pp. pp. 1481-1485).
IEEE: Dublin, Ireland.
|
|
Amjad, J;
Sokolic, J;
Rodrigues, MRD;
(2018)
On Deep Learning for Inverse Problems.
In:
2018 26th European Signal Processing Conference (EUSIPCO).
(pp. pp. 1895-1899).
IEEE
|
 |
Thesis
|
Amjad, Jaweria;
(2022)
Deep Learning for Inverse Problems: Performance Characterizations, Learning Algorithms, and Applications.
Doctoral thesis (Ph.D), UCL (University College London).
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