Topological suite for deep learning: enhanced model reliability, stability and performance

Forschungsstelle

INNOSUISSE

Projektnummer

41665.1 IP-ICT

Projekttitel

Topological suite for deep learning: enhanced model reliability, stability and performance

Projekttitel Englisch

Topological suite for deep learning: enhanced model reliability, stability and performance

Texte zu diesem Projekt

	Deutsch	Französisch	Italienisch	Englisch
Kurzbeschreibung		-	-
Abstract		-	-	-

Kategorie	Text
Kurzbeschreibung (Deutsch)	Topological suite for deep learning: enhanced model reliability, stability and performance
Kurzbeschreibung (Englisch)	Topological suite for deep learning: enhanced model reliability, stability and performance
Abstract (Deutsch)	This project is about discovering and developing new topological tools to unbox artificial intelligence. We will exploit the higher order notions of connectivity and stability that topological data analysis provides to enhance the robustness, performance and reliability of deep learning models.