2024
Exponential Quantum Communication Advantage in Distributed Inference and Learning
NeurIPS 2024poster
Training and inference with large machine learning models that far exceed the memory capacity of individual devices necessitates the design of distributed architectures, forcing one to contend with communication constraints. We present a framework for distributed computation over a quantum network…