BriefGPT.xyz
Sep, 2023
学习ISTA的不确定性量化
Uncertainty quantification for learned ISTA
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Frederik Hoppe, Claudio Mayrink Verdun, Felix Krahmer, Hannah Laus, Holger Rauhut
TL;DR
提供获取LISTA估计器置信区间的一种严格方法，弥补了模型基础学习技术中缺乏确定性估计和不确定性量化理论方面的差距。
Abstract
model-based deep learning
solutions to
inverse problems
have attracted increasing attention in recent years as they bridge state-of-the-art numerical performance with
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