Author

Samarth Das

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#artificial intelligence Apr 2026

Efficient Personalization of Generative User Interfaces

A sample-efficient personalization method that uses a few pairwise judgments to weight prior users' preferences rather than relying on a fixed rubric of UI attributes, which outperforms a pretrained UI evaluator and a larger multimodal model offline.

Yihang Peng, Samarth Das, Jeffrey P. Bigham et al. · arXiv.org · 2 citations