2 papers
quant-ph2026
Identification of quantum generative circuits with parallel quantum neural network
Zheping Wu, Xiaopeng Huang, Hengyue Jia +2
The rapid emergence of quantum technology has raised new challenges in distinguishing various quantum circuits of similar functions. In this work, we propose parallel quantum embed…
stat.ML2026
Low-Degree Method Fails to Predict Robust Subspace Recovery
He Jia, Aravindan Vijayaraghavan
The low-degree polynomial framework has been highly successful in predicting computational versus statistical gaps for high-dimensional problems in average-case analysis and machin…