research
∙
06/15/2023
Stabilizer Testing and Magic Entropy
We introduce systematic protocols to perform stabilizer testing for quan...
share
research
∙
08/12/2022
Wasserstein Complexity of Quantum Circuits
Given a unitary transformation, what is the size of the smallest quantum...
research
∙
04/26/2022
Privacy-Utility Trade-Off
In this paper, we investigate the privacy-utility trade-off (PUT) proble...
research
∙
04/26/2022
Complexity of quantum circuits via sensitivity, magic, and coherence
Quantum circuit complexity-a measure of the minimum number of gates need...
research
∙
02/05/2021
Effects of quantum resources on the statistical complexity of quantum circuits
We investigate how the addition of quantum resources changes the statist...
research
∙
01/15/2021
On the statistical complexity of quantum circuits
In theoretical machine learning, the statistical complexity is a notion ...
research
∙
10/15/2020
Depth-Width Trade-offs for Neural Networks via Topological Entropy
One of the central problems in the study of deep learning theory is to u...
research
∙
02/28/2019