Joint Coreset Construction and Quantization for Distributed Machine Learning

Hanlin Lu, Changchang Liu, Shiqiang Wang +4

Coresets are small, weighted summaries of larger datasets, aiming at providing provable error bounds for machine learning (ML) tasks while significantly reducing the communication…