Prati
Kaining Zhang
Kaining Zhang
Potvrđena adresa e-pošte na uni.sydney.edu.au
Naslov
Citirano
Citirano
Godina
Toward trainability of quantum neural networks
K Zhang, MH Hsieh, L Liu, D Tao
arXiv preprint arXiv:2011.06258, 2020
612020
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits
K Zhang, L Liu, MH Hsieh, D Tao
Advances in Neural Information Processing Systems, 2022
53*2022
Recent advances for quantum neural networks in generative learning
J Tian, X Sun, Y Du, S Zhao, Q Liu, K Zhang, W Yi, W Huang, C Wang, ...
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (10 …, 2023
432023
Quantum Gram-Schmidt processes and their application to efficient state readout for quantum algorithms
K Zhang, MH Hsieh, L Liu, D Tao
Physical Review Research 3 (4), 043095, 2021
13*2021
Toward trainability of deep quantum neural networks
K Zhang, MH Hsieh, L Liu, D Tao
arXiv preprint arXiv:2112.15002, 2021
122021
Toward trainability of quantum neural networks (2020)
K Zhang, MH Hsieh, L Liu, D Tao
arXiv preprint arXiv:2011.06258 760, 2011
102011
Offline quantum reinforcement learning in a conservative manner
Z Cheng, K Zhang, L Shen, D Tao
Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 7148-7156, 2023
32023
Quantum Algorithm for Finding the Negative Curvature Direction
K Zhang
3*2019
Quantum Imitation Learning
Z Cheng, K Zhang, L Shen, D Tao
IEEE Transactions on Neural Networks and Learning Systems, 2023
2023
Training Theory of Variational Quantum Machine Learning
K Zhang
2023
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