Preprints

1. T. Debarre, S. Aziznejad, M. Unser, "Hybrid-Spline Dictionaries for Continuous-Domain Inverse Problems," IEEE Transactions on Signal Processing, in press.
2. Q. Denoyelle, V. Duval, G. Peyré, E. Soubies, "The Sliding Frank-Wolfe Algorithm and Its Application to Super-Resolution Microscopy," Inverse Problems, in press.
3. J. Fageot, V. Uhlmann, M. Unser, "Gaussian and Sparse Processes Are Limits of Generalized Poisson Processes," Applied and Computational Harmonic Analysis, in press.
4. J. Fageot, M. Unser, "Scaling Limits of Solutions of Linear Stochastic Differential Equations Driven by Lévy White Noises," Journal of Theoretical Probability, in press.
5. J. Fageot, M. Unser, J.P. Ward, "The n-term Approximation of Periodic Generalized Lévy Processes," Journal of Theoretical Probability, in press.

Prepublications

1. S. Aziznejad, J. Fageot, M. Unser, "Wavelet Analysis of the Besov Regularity of Lévy White Noises," arXiv:1801.09245 [math.PR]
2. S. Aziznejad, M. Unser, "An L1 Representer Theorem for Multiple-Kernel Regression," arXiv:1811.00836 [cs.LG]
3. J. Fageot, S. Aziznejad, M. Unser, V. Uhlmann, "Support and Approximation Properties of Hermite Splines," arXiv:1902.02565 [math.NA]
4. J. Fageot, T. Humeau, "Unified View on Lévy White Noises: General Integrability Conditions and Applications to Linear SPDE," arXiv:1708.02500 [math.PR]
5. J. Fageot, V. Uhlmann, Z. Püspöki, B. Beck, M. Unser, A. Depeursinge, "Principled Design and Implementation of Steerable Detectors," arXiv:1811.00863 [eess.IV]
6. M. Unser, "A Unifying Representer Theorem for Inverse Problems and Machine Learning," arXiv:1903.00687 [math.OC]