Chandra Shekhara Kaushik Valmeekam

Transformers are Provably Optimal In-context Estimators for Wireless Communications

Pre-trained transformers exhibit the capability of adapting to new tasks through in-context learning (ICL), where they efficiently utilize a limited set of prompts without explicit model optimization. The canonical communication problem of estimating transmitted symbols from received observations c…