robust adaptation

4 papers

• Compress to Impress: Efficient LLM Adaptation Using a Single Gradient Step on 100 Samples
• Parameter Dynamics of Online Machine Learning and Test-time Adaptation
• Principled Fine-tuning of LLMs from User-Edits: A Medley of Preference, Supervision, and Reward
• Self-Training with Dynamic Weighting for Robust Gradual Domain Adaptation