Quantum linear system algorithm for dense matrices L Wossnig, Z Zhao, A Prakash Physical review letters 120 (5), 050502, 2018 | 241 | 2018 |
Quantum-assisted Gaussian process regression Z Zhao, JK Fitzsimons, JF Fitzsimons Physical Review A 99 (5), 052331, 2019 | 116 | 2019 |
Bayesian deep learning on a quantum computer Z Zhao, A Pozas-Kerstjens, P Rebentrost, P Wittek Quantum Machine Intelligence 1 (1), 41-51, 2019 | 81 | 2019 |
Geometry of quantum correlations in space-time Z Zhao, R Pisarczyk, J Thompson, M Gu, V Vedral, JF Fitzsimons Physical Review A 98 (5), 052312, 2018 | 39 | 2018 |
Ease. ml: a lifecycle management system for machine learning L Aguilar Melgar, D Dao, S Gan, NM Gürel, N Hollenstein, J Jiang, ... Proceedings of the Annual Conference on Innovative Data Systems Research …, 2021 | 36* | 2021 |
Smooth input preparation for quantum and quantum-inspired machine learning Z Zhao, JK Fitzsimons, P Rebentrost, V Dunjko, JF Fitzsimons Quantum Machine Intelligence 3 (1), 14, 2021 | 28* | 2021 |
Compiling basic linear algebra subroutines for quantum computers L Zhao, Z Zhao, P Rebentrost, J Fitzsimons Quantum Machine Intelligence 3 (2), 21, 2021 | 27 | 2021 |
Causal limit on quantum communication R Pisarczyk, Z Zhao, Y Ouyang, V Vedral, JF Fitzsimons Physical review letters 123 (15), 150502, 2019 | 23 | 2019 |
Quantum algorithms for training Gaussian processes Z Zhao, JK Fitzsimons, MA Osborne, SJ Roberts, JF Fitzsimons Physical Review A 100 (1), 012304, 2019 | 20 | 2019 |
A note on blind contact tracing at scale with applications to the COVID-19 pandemic JK Fitzsimons, A Mantri, R Pisarczyk, T Rainforth, Z Zhao ARES '20: Proceedings of the 15th International Conference on Availability …, 2020 | 19 | 2020 |
Optimal provable robustness of quantum classification via quantum hypothesis testing M Weber, N Liu, B Li, C Zhang, Z Zhao npj Quantum Information 7 (1), 76, 2021 | 17 | 2021 |
Certifying out-of-domain generalization for blackbox functions MG Weber, L Li, B Wang, Z Zhao, B Li, C Zhang International Conference on Machine Learning, 23527-23548, 2022 | 15 | 2022 |
Improving certified robustness via statistical learning with logical reasoning Z Yang, Z Zhao, B Wang, J Zhang, L Li, H Pei, B Karlaš, J Liu, H Guo, ... Advances in Neural Information Processing Systems 35, 34859-34873, 2022 | 9 | 2022 |
End-to-end robustness for sensing-reasoning machine learning pipelines Z Yang, Z Zhao, H Pei, B Wang, B Karlas, J Liu, H Guo, B Li, C Zhang arXiv preprint arXiv:2003.00120, 2020 | 8 | 2020 |
Toward reliability in the NISQ era: Robust interval guarantee for quantum measurements on approximate states M Weber, A Anand, A Cervera-Lierta, JS Kottmann, TH Kyaw, B Li, ... Physical Review Research 4 (3), 033217, 2022 | 6 | 2022 |
Probing Asymmetry in Spatial-temporal Correlations in Quantum Causal Inference Y Meng, ZH Liu, Z Zhao, P Yin, YT Wang, W Liu, ZP Li, YZ Yang, ZA Wang, ... | 1 | 2021 |
Quantum Statistical Inference Z Zhao arXiv preprint arXiv:1812.04877, 2018 | | 2018 |