Abstract: We study the problem of determining an effective exploration strategy in static and non-linear optimization problems, which depend on an unknown scalar parameter to be learned from online ...
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A compact data format optimized for transmitting structured information to Large Language Models (LLMs) with 30-60% fewer tokens than JSON. TOON (Token-Oriented Object Notation) combines YAML's ...
Abstract: This study explores the development of a Linear Programming (LP)-Based Optimization Model for cost-efficient regulatory compliance with multi-standard cybersecurity frameworks. The proposed ...
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