Hyeji Kim

New techniques improve reliability of polar codes using machine learning for digital communication.

New coding schemes enhance communication reliability over noisy channels.

This study explores how transformers learn from Markov processes through initialization and gradient flow.

Using AI to improve communication among multiple devices.

Learn how prompt compression can enhance language model performance and reduce resource use.