Decision-Focused Fine-tuning corrects any backbone predictor's outputs within a bounded trust region using a residual scaling layer, improving decision regret on predict-then-optimize tasks.
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DFF: Decision-Focused Fine-tuning for Smarter Predict-then-Optimize with Limited Data
Decision-Focused Fine-tuning corrects any backbone predictor's outputs within a bounded trust region using a residual scaling layer, improving decision regret on predict-then-optimize tasks.