A Grover-based gradient-free weight optimizer is described and simulated, but the claimed O(sqrt(N)) speedup over gradient descent is not established by the paper's own algorithm.
A generalized convergence theorem for neural networks,
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Quantum-Enhanced Weight Optimization for Neural Networks Using Grover's Algorithm
A Grover-based gradient-free weight optimizer is described and simulated, but the claimed O(sqrt(N)) speedup over gradient descent is not established by the paper's own algorithm.