Orlane Zang

Benchmarking data encoding methods in Quantum Machine Learning

2025 · arXiv (Cornell University)

Data encoding plays a fundamental and distinctive role in Quantum Machine Learning (QML). While classical approaches process data directly as vectors, QML may require transforming classical data into quantum states through encoding circuits, known as …