# An Epigraphical Approach to the Representer Theorem

arXiv: https://arxiv.org/abs/1912.13224 · HTML: https://mlsanity.com/paper/1912.13224/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 31 Dec 2019.

## Built on by (most cited first, 1 of 1)

- [Simultaneous off-the-grid learning of mixtures issued from a continuous dictionary](https://mlsanity.com/paper/2210.16311/) (2022)

## Abstract (arXiv)

Describing the solutions of inverse problems arising in signal or image processing is an important issue both for theoretical and numerical purposes. We propose a principle which describes the solutions to convex variational problems involving a finite number of measurements. We discuss its optimality on various problems concerning the recovery of Radon measures.