no code implementations • 29 Nov 2021 • Yuling Jiao, Dingwei Li, Min Liu, Xiangliang Lu, Yuanyuan Yang
In this paper, we consider recovering $n$ dimensional signals from $m$ binary measurements corrupted by noises and sign flips under the assumption that the target signals have low generative intrinsic dimension, i. e., the target signals can be approximately generated via an $L$-Lipschitz generator $G: \mathbb{R}^k\rightarrow\mathbb{R}^{n}, k\ll n$.