Search Results for author: Naixu Guo

Found 2 papers, 0 papers with code

Quantum linear algebra is all you need for Transformer architectures

no code implementations26 Feb 2024 Naixu Guo, Zhan Yu, Aman Agrawal, Patrick Rebentrost

Generative machine learning methods such as large-language models are revolutionizing the creation of text and images.

Provable learning of quantum states with graphical models

no code implementations17 Sep 2023 Liming Zhao, Naixu Guo, Ming-Xing Luo, Patrick Rebentrost

Several works consider subclasses of quantum states that can be learned in polynomial sample complexity such as stabilizer states or high-temperature Gibbs states.

PAC learning

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