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The Missing Coefficients: Bayesian Pairwise Merging for Model Personalization

Shen, Yaling et al.
arXiv (All) · Papers
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machine-learning
How can we personalize a shared expert library from a user's pairwise choices? Prior work can realize different reward trade-offs by merging reward-specialized experts, given a vector of trade-off weights. In practice, users can more naturally choose between outputs than specify numerical weights. T
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