Convolution is reformulated as a doubly block-Toeplitz matrix product estimated by SWAP-test inner products, but the claimed quantum speedup is not established.
In: Proceedings 35th Annual Symposium on Foundations of Computer Science
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Quantum-Efficient Convolution through Sparse Matrix Encoding and Low-Depth Inner Product Circuits
Convolution is reformulated as a doubly block-Toeplitz matrix product estimated by SWAP-test inner products, but the claimed quantum speedup is not established.