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