Quantum assisted Gaussian process regression. - Zhikuan Zhao; Jack K. Fitzsimons; Joseph F. Fitzsimons (CoRR, 2015)

Quantum algorithms for training Gaussian Processes. - Zhikuan Zhao; Jack K. Fitzsimons; Michael A. Osborne; Stephen J. Roberts; Joseph F. Fitzsimons (CoRR, 2018)

Bayesian deep learning on a quantum computer. - Zhikuan Zhao; Alejandro Pozas-Kerstjens; Patrick Rebentrost; Peter Wittek (Quantum Mach. Intell., 2019)

A note on blind contact tracing at scale with applications to the COVID-19 pandemic. - Jack K. Fitzsimons; Atul Mantri; Robert Pisarczyk; Tom Rainforth; Zhikuan Zhao (ARES, 2020)

End-to-end Robustness for Sensing-Reasoning Machine Learning Pipelines. - Zhuolin Yang; Zhikuan Zhao; Hengzhi Pei; Boxin Wang; Bojan Karlas; Ji Liu 002; Heng Guo 001; Bo Li 026; Ce Zhang 001 (CoRR, 2020)

Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing. - Maurice Weber; Nana Liu; Bo Li 026; Ce Zhang 001; Zhikuan Zhao (CoRR, 2020)

Ease.ML: A Lifecycle Management System for Machine Learning. - Leonel Aguilar Melgar; David Dao; Shaoduo Gan; Nezihe Merve Gürel; Nora Hollenstein; Jiawei Jiang 001; Bojan Karlas; Thomas Lemmin; Tian Li 005; Yang Li 106; Susie Xi Rao; Johannes Rausch; et al. (CIDR, 2021)

Smooth input preparation for quantum and quantum-inspired machine learning. - Zhikuan Zhao; Jack K. Fitzsimons; Patrick Rebentrost; Vedran Dunjko; Joseph F. Fitzsimons (Quantum Mach. Intell., 2021)

Compiling basic linear algebra subroutines for quantum computers. - Liming Zhao; Zhikuan Zhao; Patrick Rebentrost; Joseph F. Fitzsimons (Quantum Mach. Intell., 2021)

Certifying Out-of-Domain Generalization for Blackbox Functions. - Maurice Weber; Linyi Li 001; Boxin Wang; Zhikuan Zhao; Bo Li 026; Ce Zhang 001 (ICML, 2022)

Improving Certified Robustness via Statistical Learning with Logical Reasoning. - Zhuolin Yang; Zhikuan Zhao; Boxin Wang; Jiawei Zhang 002; Linyi Li 001; Hengzhi Pei; Bojan Karlas; Ji Liu 002; Heng Guo 001; Ce Zhang 001; Bo Li 026 (NeurIPS, 2022)

Probing quantum causality with geometric asymmetry in spatial-temporal correlations. - Yu Meng; Zheng-Hao Liu; Zhikuan Zhao; Peng Yin; Yi-Tao Wang; Wei Liu; Zhi-Peng Li; Yuan-Ze Yang; Zhaoan Wang; Jin-Shi Xu; Shang Yu; Jian-Shun Tang; et al. (Sci. China Inf. Sci., 2024)