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## 論文リンク
https://arxiv.org/abs/physics/0004057
## 公開日（yyyy/mm/dd）
2000/04/24
## 概要
確率変数で $ X -> \tilde{X} $ という非可逆圧縮を考える。
rate-distortion theory とは、distortion function $ d(x, \tilde{x}) $ （こ…
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The ba method doesn't seem to work for the information bottleneck when x and y have different numbers of values (ie p_xy is not square). For example
d = dit.Distribution(['00', '02', '11'], [1/3]*…
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Hi,
I'm Assaf from IBM Research. We recently open-sourced our new implementation of the clustering algorithm, sequential information Bottleneck (sIB), and I thought that it could be a useful additi…
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### Is there an existing issue for this?
- [x] I have searched the existing issues
### What happened?
Given recent user reports on the Hub and at least one other network we're looking for guidance …
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## 論文リンク
https://dl.acm.org/doi/10.1145/3460231.3474263
## 公開日（yyyy/mm/dd）
2021/09/27
## 概要
bias ありの feedback のみがある状態で交絡バイアスを緩和させる方法として information bottlenck を拡張させた loss fucntion を提案した論文。
操作…
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## 論文リンク
https://arxiv.org/abs/1503.02406
## 公開日（yyyy/mm/dd）
2015/03/09
## 概要
DNN の汎化性能に関して、情報論的なアプローチから論じた論文。
feedforward で sigmoid の activation function という素直な DNN に対して、入出力の相互情報量に注目して議論を展開…
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### What is the expected enhancement?
grid_graph in rustworkx only reproduces the functionality of grid_2d_graph from networkx. It would be convenient to extend grid_graph to higher dimensions in …
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**Describe the bug**
I was trying to answer the question "how fast can you produce tier 3 modules given 1 full green belt of scrap". With a tier 3 module as output, and scrap as limit, I got 4.2. But…
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**Is your feature request related to a problem? Please describe.**
Potentially related: #2577 #3303
**Describe the solution you'd like**
We should reduce the amount of times we read from dis…
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Hi, thanks for your nice work.
I have a question about your resampling trick in MIB. It seems that the parameters \mu and \sigma obtained from a neural encoder are free to learn without any constra…