Mohammadsajad Alipour

Efficient Decentralized Multi-task Dataset Valuation via Model Merging

Mohammadsajad Alipour, Mohammad Mohammadi Amiri

Accurate and efficient dataset valuation is essential for enabling fair and transparent data marketplaces, especially when multiple contributors provide data for training multi-task models. Most existing valuation methods, however, are limited to single-task settings, overlooking…Read more