Attention for inference compilation
We present a neural network architecture for automatic amortized inference in universal probabilistic programs which improves on the performance of current architectures. Our approach extends inference compilation (IC), a technique which uses deep neural networks to approximate a posterior distribut...
| Main Authors: | , , , , |
|---|---|
| 格式: | Conference item |
| 語言: | English |
| 出版: |
SciTePress
2022
|