research
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12/05/2022
Robustness of Quantum Algorithms for Nonconvex Optimization
Recent results suggest that quantum computers possess the potential to s...
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12/05/2022
Enhancing Quantum Adversarial Robustness by Randomized Encodings
The interplay between quantum physics and machine learning gives rise to...
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09/07/2022
Learning Distributions over Quantum Measurement Outcomes
Shadow tomography for quantum states provides a sample efficient approac...
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11/03/2021
Weighted Quantum Channel Compiling through Proximal Policy Optimization
We propose a general and systematic strategy to compile arbitrary quantu...
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02/15/2021
