Learning with Incomplete Context: Linear Contextual Bandits with Pretrained Imputation

Hao Yan, Heyan Zhang, Yongyi Guo

The rise of large-scale pretrained models has made it feasible to generate predictive or synthetic features at low cost, raising the question of how to incorporate such surrogate p…