2 papers
cs.LG2026
LLMTabBench: Evaluating LLMs on Binary Tabular Classification From Zero to Few Shots
Daria Grushina, Kseniia Kuvshinova, Alina Kostromina +3
Supervised classification on tabular data remains a central machine learning task, but its dependence on large labeled datasets limits its applicability in data-scarce settings. Fe…
cs.LG2025
Performance Modeling of Data Storage Systems using Generative Models
Abdalaziz Rashid Al-Maeeni, Aziz Temirkhanov, Artem Ryzhikov +1
High-precision modeling of systems is one of the main areas of industrial data analysis. Models of systems, their digital twins, are used to predict their behavior under various co…