Search Results for author: Chandra Shekhara Kaushik Valmeekam

Found 2 papers, 1 papers with code

Transformers are Efficient In-Context Estimators for Wireless Communication

no code implementations • 1 Nov 2023 • Vicram Rajagopalan, Vishnu Teja Kunde, Chandra Shekhara Kaushik Valmeekam, Krishna Narayanan, Srinivas Shakkottai, Dileep Kalathil, Jean-Francois Chamberland

A communication channel is essentially a noisy function that maps transmitted symbols to received symbols, and this function can be represented by an unknown parameter whose statistics depend on an (also unknown) latent context.

Attribute In-Context Learning +1

Paper
Add Code

LLMZip: Lossless Text Compression using Large Language Models

2 code implementations • 6 Jun 2023 • Chandra Shekhara Kaushik Valmeekam, Krishna Narayanan, Dileep Kalathil, Jean-Francois Chamberland, Srinivas Shakkottai

We provide new estimates of an asymptotic upper bound on the entropy of English using the large language model LLaMA-7B as a predictor for the next token given a window of past tokens.

Language Modelling Large Language Model +1

Paper
Code

Cannot find the paper you are looking for? You can Submit a new open access paper.