Hoppe, Frederik;Verdun, Claudio Mayrink;Laus, Hannah;Krahmer, Felix;Rauhut, Holger
Uncertainty Quantification For Learned ISTA
1-6
2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP)
IEEE
2023

Mayrink Verdun, Claudio
Scalability in Ill-posed Machine Learning Problems: Bridging Least Squares Methods with (Non-)convex Algorithms
2023
Dissertation
260 p.

Melnyk, Oleh
Phase Retrieval from Short-Time Fourier Measurements and Applications to Ptychography
2023
Dissertation
229 p.

Bamberger, Stefan Julian Bernhard
Representing and Recovering Structured High-Dimensional Data: Fast Dimension Reduction, Recovery Guarantees, and Neural Network Representation
2023
Dissertation
165 p.