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cs.AI2025
The Sign Estimator: LLM Alignment in the Face of Choice Heterogeneity
Ali Aouad, Aymane El Gadarri, Vivek F. Farias
Traditional LLM alignment methods are vulnerable to heterogeneity in human preferences. Fitting a naïve probabilistic model to pairwise comparison data (say over prompt-completion…
cs.CE2025
The Pandora's Box Problem with Sequential Inspections
Ali Aouad, Jingwei Ji, Yaron Shaposhnik
The Pandora's box problem (Weitzman 1979) is a core model in economic theory that captures an agent's (Pandora's) search for the best alternative (box). We study an important gener…