Optimization Over Banach Spaces: A Unified View on Supervised Learning and Inverse Problems

• Ph.D. Private Defense


• École polytechnique fédérale de Lausanne (EPFL), May 2022

Supervised Learning over Banach Spaces

• Invited Talk at Prof. Alexander Rakhlin's Research Group


• Massachusetts Institute of Technology (MIT), Virtual, November 2021

Graphic: Graph-Based Hierarchical Clustering for Single-Molecule Localization Microscopy

• International Symposium on Biomedical Imaging (ISBI'21)


• Nice, France, Virtual, April 2021

Dictionary Learning with Statistical Sparsity in the Presence of Noise

• European Signal Processing Conference (EUSIPCO'20)


• Amsterdam, Netherland, Virtual, January 2021

Optimal Spline Generators for Derivative Sampling

• International Conference on Sampling Theory and Applications (SampTA'19)


• Bordeaux, France, July 2019

Multiple-Kernel Regression with Sparsity Constraints

• Workshop on Signal Processing with Adaptive Sparse Structured Representations (SPARS'19)


• Toulouse, France, July 2019

Deep Spline Networks with Control of Lipschitz Regularity

• International Conference on Acoustics, Speech, and Signal Processing (ICASSP'19)


• Brighton, United Kingdom, May 2019