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

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Research unit

INNOSUISSE

Project number

41665.1 IP-ICT

Project title

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

Texts for this project

	German	French	Italian	English
Short description		-	-
Abstract		-	-	-

Inserted texts

Category	Text
Short description (German)	Topological suite for deep learning: enhanced model reliability, stability and performance
Short description (English)	Topological suite for deep learning: enhanced model reliability, stability and performance
Abstract (German)	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.