@article{denogradagradientbasedframeworkfordatare, title = {DenoGrad: A Gradient-Based Framework for Data Refinement in Tabular and Time-Series Learning}, author = {J. Javier Alonso-Ramos and Ignacio Aguilera-Martos and Francisco Herrera and Andrés Herrera-Poyatos}, year = {2025}, eprint = {2511.10161}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.10161}, }