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Apr, 2023
神经网络中无序目标的责任问题
The Responsibility Problem in Neural Networks with Unordered Targets
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Ben Hayes, Charalampos Saitis, György Fazekas
TL;DR
该研究探讨了将无序对象映射到固定置换的神经网络输出时出现的不连续性问题，发现这种模型下的不连续性有无限多个，因此需要进一步研究神经网络在无序数据上的应用。
Abstract
We discuss the discontinuities that arise when mapping
unordered objects
to
neural network
outputs of fixed permutation, referred to as the
respo
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