2 papers
cs.CY2026
Determinants of Starting Salaries for Filipino Graduates: An Explainable Machine Learning Approach
Alexander Gabriel A. Aranes, John Michael C. Magpantay, Reginald Neil C. Recario +2
Filipino graduates face a persistent disconnect between educational preparation and labor market outcomes, where starting salary is a key signal of entry-level valuation. Current P…
cs.LG2026
Is the Statistical Advantage Worth the Cost? An Empirical Comparison of KANs and MLPs for Structured Data Classification
Matthew Steven P. Toledo, Justine Raphael H. Jacinto, Vivekjeet Singh Chambal +3
This study presents an empirical benchmarking comparison between Kolmogorov-Arnold Networks (KANs) and Multi-Layer Perceptrons (MLPs) on structured tabular classification tasks. Mo…