Andrea Cacioppo

Compound Channel Capacities under Energy Constraints and Application

2021

Compound channel models offer a simple and straightforward way of analyzing the stability of decoder design under model variations. With this work we provide a coding theorem for a large class of practically relevant compound …

Quantum Diffusion Models

2023 · arXiv (Cornell University)

We propose a quantum version of a generative diffusion model. In this algorithm, artificial neural networks are replaced with parameterized quantum circuits, in order to directly generate quantum states. We present both a full quantum …