Abstract: A fixed-to-fixed (F2F) length distribution matching (DM) based on Huffman coding and a random transformation of the input sequence is presented. The proposed algorithm necessitates small ...

In this tutorial, we build a fully stateful personal tutor agent that moves beyond short-lived chat interactions and learns continuously over time. We design the system to persist user preferences, ...

In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...

Abstract: As Internet of Things (IoT) deployments expand, the development of sustainable and intelligent communication architectures is critical for managing large-scale device integration and high ...