CORDIS Project
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This project explores the foundations of machine learning through computational learning theory and logic. It aims to enhance understanding of learnability in first-order logic, with applications in data management and knowledge representation, while developing connections with universal algebra and related fields.
Computational learning theory is a branch of computer science that studies the mathematical and algorithmic underpinnings of machine learning.
It provides the concepts and methods to classify the computational feasibility of different learning problems.
This project lies at the intersection of computational learning theory and logic, and it builds on recently identified new connections between learning theory and universal algebra.
Its high-level goals are (i) to improve our understanding of lea…
UNIVERSITEIT VAN AMSTERDAM
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