Identity-Paired Progressive Depth Training: When Trainability Persists Beyond Expressibility

Athanasios Hadjidimoulas, Tirthak Patel, Anastasios Kyrillidis

Variational Quantum Algorithms (VQAs) are a leading paradigm for near-term quantum computing, yet their training suffers from sensitivity to circuit depth, initialization, and land…