Machine Learning: Theoretical fundamentation through function spaces

• Grant number: 23/00634-1
• Support Opportunities: Scholarships in Brazil - Scientific Initiation
• Start date: March 01, 2023
• End date: February 29, 2024
• Field of knowledge: Physical Sciences and Mathematics - Mathematics - Analysis
• Principal Investigator: Thaís Jordão
• Grantee: Victor de Angeli Dalarmi
• Host Institution: Instituto de Ciências Matemáticas e de Computação (ICMC). Universidade de São Paulo (USP). São Carlos , SP, Brazil

Abstract

This project aims to present key concepts related to machine learning to the student, with emphasis on its mathematical foundations so that concepts directly linked to functional analysis and its subareas can be explored.