23 авг. 2018 г. · We demonstrate three caveats when using IB in any situation where Y is a deterministic function of X: (1) the IB curve cannot be recovered by maximizing the IB ...
20 дек. 2018 г. · We demonstrate three caveats when using IB in any situation where Y is a deterministic function of X: (1) the IB curve cannot be recovered by maximizing the IB ...
We demonstrate three caveats when using IB in any situation where Y is a deterministic function of X: (1) the IB curve cannot be recovered by maximizing the IB ...
This work proposes a functional that, unlike the IB Lagrangian, can recover the IB curve in all cases and demonstrates the three caveats when using IB on ...
1 февр. 2019 г. · We demonstrate three caveats when using IB in any situation where Y is a deterministic function of X: (1) the IB curve cannot be recovered by ...
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Is information bottleneck rate distortion?
What is an information bottleneck?
Caveats for information bottleneck in deterministic scenarios · Y is a deterministic function of · X : (1) the IB curve cannot be recovered by maximizing the IB ...
... Information Bottleneck Lagrangian". We can use the the squared IB Lagrangian from "Caveats for information bottleneck in deterministic scenarios, ICLR 2019 ...
We also show that when Y is a small perturbation away from being a deterministic function of X, these three caveats arise in an approximate way. To address ...
Pathologies in information bottleneck for deterministic supervised learning ... Caveats for information bottleneck in deterministic scenarios · Artemy ...
8 февр. 2019 г. · We demonstrate three caveats when using IB in any situation where Y is a deterministic function of X: (1) the IB curve cannot be recovered by.