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200701 On Linear Identifiability of Learned Representations.md

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https://arxiv.org/abs/2007.00810

On Linear Identifiability of Learned Representations (Geoffrey Roeder, Luke Metz, Diederik P. Kingma)

레이블이 충분히 다양한 상황(diversity condition)에서는 representation function이 표현하는 probability distribution이 같으면 linear transform에 대해 동일한 함수가 된다(linear identifiability)는 것을 증명. #identifiability