QUIVER: Quantum-Informed Views for Enhanced Representations in Large ML Models

In three linesQUIVER enriches classical ML models with quantum views based on quantum Fisher information matrix extracted from variational quantum circuits. Tested on QM9 (molecular properties) and JetClass (LHC), the paradigm improves performance without requiring fault-tolerant quantum hardware.

Summary generated by Claude — human-verified