DenoGrad: A Gradient-Based Framework for Data Refinement in Tabular and Time-Series Learning
arXiv:2511.10161v2 Announce Type: replace
Abstract: In the Data-Centric Artificial Intelligence (AI) paradigm, improving data quality is essential for robust machine learning. However, many denoising methods rely on rigid statistical assumptions or re…