Quantum advantage for learning shallow neural networks with natural data distributions — mentioned by westurner

Mon, 31 Mar 2025 17:48:58 GMT

ScholarlyArticle: "Quantum advantage for learning shallow neural networks with natural data distributions" (2025) https://arxiv.org/abs/2503.20879 NewsArticle: "Google Researchers Say Quantum Theory Suggests a Shortcut for Learning Certain Neural Networks" (2025) https://thequantuminsider.com/2025/03/31/google-researchers-... : > Using this model, [Quantum Statistical Query (QSQ) learning,] the authors design a two-part algorithm. First, the quantum algorithm finds the hidden period in the function using a modified form of quantum Fourier transform — a core capability of quantum computers.…

Paper and discussion history. A mention is not an endorsement.

Quantum advantage for learning shallow neural networks with natural data distributions — HN submission

Mon, 31 Mar 2025 17:42:27 GMT

Quantum advantage for learning shallow NNs with natural data distributions

1 point; 2 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Quantum advantage for learning shallow neural networks with natural data distributions · HackerPapers discussions

Quantum advantage for learning shallow neural networks with natural data distributions — mentioned by westurner

Quantum advantage for learning shallow neural networks with natural data distributions — HN submission