PDE-constrained loss functions in variational quantum circuits deliver polynomial gradient variance scaling and constraint-induced landscape narrowing to mitigate barren plateaus.
A unified theory of barren plateaus for deep parametrized quantum circuits
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Mitigating Barren Plateaus in Variational Quantum Circuits through PDE-Constrained Loss Functions
PDE-constrained loss functions in variational quantum circuits deliver polynomial gradient variance scaling and constraint-induced landscape narrowing to mitigate barren plateaus.