3 papers
math.OC2026
Predictive and Prescriptive AI toward Optimizing Wildfire Suppression
Leonard Boussioux, Alexandre Jacquillat, Ryne Reger +1
Intense wildfire seasons require critical prioritization decisions to allocate scarce suppression resources over a dispersed geographical area. This paper develops a predictive and…
cs.AI2025
SOLID: a Framework of Synergizing Optimization and LLMs for Intelligent Decision-Making
Yinsheng Wang, Tario G You, Léonard Boussioux +1
This paper introduces SOLID (Synergizing Optimization and Large Language Models for Intelligent Decision-Making), a novel framework that integrates mathematical optimization with t…
cs.LG2025
TabText: Language-Based Representations of Tabular Health Data for Predictive Modelling
Kimberly Villalobos Carballo, Liangyuan Na, Yu Ma +4
Tabular medical records remain the most readily available data format for applying machine learning in healthcare. However, traditional data preprocessing ignores valuable contextu…