donghao51 / SimMMDG

[NeurIPS 2023] SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization
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Why dose I(x;y)>=I(E;y) hold in the `Proof of Theorem 1' #5

Closed FlyGreyWolf closed 7 months ago

FlyGreyWolf commented 7 months ago

according the data processing inequality, we have: X->Z->Y, I(X;Y)<=I(Z;Y)

In the proof of theorem 1'' of your paper, for x->g(x)->y, is this supposed to be I(x;y)<=I(g(x);y)" instead of `` I(x;y)>=I(E;y)'' ?

donghao51 commented 7 months ago

hello, please check the data processing inequality (https://en.wikipedia.org/wiki/Data_processing_inequality), we have X->Y->Z, I(X;Y)>=I(X;Z)

FlyGreyWolf commented 7 months ago

hello, please check the data processing inequality (https://en.wikipedia.org/wiki/Data_processing_inequality), we have X->Y->Z, I(X;Y)>=I(X;Z)

OK, I got it. Thanks.