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Fanjiang Ye

2 accepted papers

2025

Model Steering: Learning with a Reference Model Improves Generalization Bounds and Scaling Laws

ICML 2025spotlight

This paper formalizes an emerging learning paradigm that uses a trained model as a reference to guide and enhance the training of a target model through strategic data selection or weighting, named **model steering**. While ad-hoc methods have been used in various contexts, including the training of…