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some questions #2

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xiangli-bjtu opened this issue Oct 27, 2021 · 0 comments

xiangli-bjtu commented Oct 27, 2021

您好，最近在看关于深度学习来逼近WMMSE算法的相关论文，有两个问题想请教下：

您这个代码仓库里收藏的论文都是用监督学习的方法来拟合，那么网络的性能貌似也就只能达到WMMSE算法的效果。我看您再Introduction部分也提到了无监督方式，请问下这个方向目前有相关论文么？
除了直接采取端到端的网络拟合，也有不少的论文是用deep unfolding的方式来实现WMMSE效果的近似。想请教下这两种思路您觉得各有啥优劣和适用情况？

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