Search Results for author: Lvzhou Li

Found 4 papers, 0 papers with code

Quantum continual learning of quantum data realizing knowledge backward transfer

no code implementations26 Mar 2022 Haozhen Situ, Tianxiang Lu, Minghua Pan, Lvzhou Li

When a machine learning model is consecutively trained on multiple tasks that come in sequence, its performance on previously learned tasks may drop dramatically during the learning process of the newly seen task.

BIG-bench Machine Learning Continual Learning +1

Variational quantum compiling with double Q-learning

no code implementations22 Mar 2021 Zhimin He, Lvzhou Li, Shenggen Zheng, Yongyao Li, Haozhen Situ

Quantum compiling aims to construct a quantum circuit V by quantum gates drawn from a native gate alphabet, which is functionally equivalent to the target unitary U.

Q-Learning

Quantum Algorithm for Online Convex Optimization

no code implementations29 Jul 2020 Jianhao He, Feidiao Yang, Jialin Zhang, Lvzhou Li

(ii) We show that for strongly convex loss functions, the quantum algorithm can achieve $O(\log T)$ regret with $O(1)$ queries as well, which means that the quantum algorithm can achieve the same regret bound as the classical algorithms in the full information setting.

Quantum generative adversarial network for generating discrete distribution

no code implementations3 Jul 2018 Haozhen Situ, Zhimin He, Yuyi Wang, Lvzhou Li, Shenggen Zheng

Quantum machine learning has recently attracted much attention from the community of quantum computing.

Quantum Physics

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