2 papers
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…
math.OC2024
The Benefit of Uncertainty Coupling in Robust and Adaptive Robust Optimization
Dimitris Bertsimas, Liangyuan Na, Bartolomeo Stellato +1
Despite the modeling power for problems under uncertainty, robust optimization (RO) and adaptive robust optimization (ARO) can exhibit too conservative solutions in terms of object…