Taming Physical Inverse Problems Over The Continuum
il y a 2 semaines
**Taming Physical Inverse Problems over the Continuum**:
- Réf
- **ABG-110942**
- Sujet de Thèse- 08/02/2023- Autre financement public- CentraleSupélec - Laboratoire des Signaux et Systèmes (L2S)- Lieu de travail- Gif-sur-Yvette - Ile-de-France - France- Intitulé du sujet- Taming Physical Inverse Problems over the Continuum- Champs scientifiques- Sciences de l’ingénieur
- Mathématiques
- Science de la donnée (stockage, sécurité, mesure, analyse)
- Mots clés- Estimation and statistical learning, Signal Processing, Information Theory, Theoretical Data Science, Numerical methods**Description du sujet**:
**_Open Ph.D. position on the theoretical foundations of information science._**- The general research scope of the Ph.D. project is at the intersection of Data Science, Information Theory, and Theoretical Machine Learning. It will aim to investigate the statistical feasibility of specific continuously valued inverse problems and to develop numerical methods to tackle modern problems
- _ _arising from physics, imaging and communication, and network modalities. A particular attention will be placed on algorithmic scalability to large data volume and robustness to low-quality inputs. Applicative areas include but are not limited to:
- **Learning of mixtures**: A statistical problem at the core of data classification.
- **Physical layer security**: A recent informationtheoretic framework that seeks to leverage the structural properties of wireless communication channels to encrypt the transmitted information.
- **Superresolution imaging and radar**: A signal processing problem that aims at recovering the parameter of a structured signal in a highly degraded environment with optimal precision by harnessing prior information.
- During the Ph.D. project, the successful applicant will be strongly encouraged to develop and strengthen his/her own research interests and to construct his/her personal research plan within this generic scope.**Prise de fonction**:
- 01/09/2023**Nature du financement**:
- Autre financement public**Précisions sur le financement**:
- Financement CentraleSupélec**Présentation établissement et labo d'accueil**:
- CentraleSupélec - Laboratoire des Signaux et Systèmes (L2S)-
- The position will be in Gif-sur-Yvette, Paris area, France.-
**Site web**:
**Etablissement délivrant le doctorat**:
- Université Paris-Saclay01/07/2023
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