Deepika SN Vemuri

Learning Through Concepts: Hierarchies, Logic and Reasoning

This thesis aims to bridge the gap between data-driven models and symbolic learning through the lens of Concept-Based Learning, a paradigm that guides model learning through high-level, human-understandable concepts. Here, models first learn a set of concepts, subsequently using them to perform a ta