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Maurice Weber

Predicting Properties of Quantum Systems with Conditional Generative Models

Nov 30, 2022
Haoxiang Wang, Maurice Weber, Josh Izaac, Cedric Yen-Yu Lin

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* 12 pages, 14 figures, 5 pages appendix. Open-source code is available at https://github.com/PennyLaneAI/generative-quantum-states

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Certifying Some Distributional Fairness with Subpopulation Decomposition

May 31, 2022
Mintong Kang, Linyi Li, Maurice Weber, Yang Liu, Ce Zhang, Bo Li

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* 35 pages, 13 figures

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Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing

Sep 21, 2020
Maurice Weber, Nana Liu, Bo Li, Ce Zhang, Zhikuan Zhao

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* 25 pages, 4 figures

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Provable Robust Learning Based on Transformation-Specific Smoothing

Mar 20, 2020
Linyi Li, Maurice Weber, Xiaojun Xu, Luka Rimanic, Tao Xie, Ce Zhang, Bo Li

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* Corrected typos in Appendix

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