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20232026
most citedTransformers are Provably Optimal In-context Estimators for Wireless Communications

3 citations · 4 across the 8 of their papers we have counts for

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cs.IT2023

Sparse Regression LDPC Codes

Jamison R. Ebert, Jean-Francois Chamberland, Krishna R. Narayanan

This article introduces a novel concatenated coding scheme called sparse regression LDPC (SR-LDPC) codes. An SR-LDPC code consists of an outer non-binary LDPC code and an inner spa…

eess.SP2023★ 3 cited

Transformers are Provably Optimal In-context Estimators for Wireless Communications

Vishnu Teja Kunde, Vicram Rajagopalan, Chandra Shekhara Kaushik Valmeekam +4

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…