@article{beyondrandomsamplinginstancequalitybased, title = {Beyond Random Sampling: Instance Quality-Based Data Partitioning via Item Response Theory}, author = {Lucas Cardoso and Vitor Santos and JosĂ© Ribeiro Filho and Ricardo PrudĂȘncio and Regiane Kawasaki and Ronnie Alves}, year = {2025}, eprint = {2508.10628}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.10628}, }