https://zhuanlan.zhihu.com/p/27549418
https://zhuanlan.zhihu.com/p/34998569
pic4.zhimg.com/80/v2-603cd66d01ad6bac42ac1d2a38bad61f_1440w.jpg
links:
https://www.inference.vc/variational-inference-with-implicit-probabilistic-models-part-1-2/
paper:
Variational Implicit Processes . (2019, May)
Ma, C., Li, Y., & Hernández-Lobato, J. M. (2019, May). Variational implicit processes. In International Conference on Machine Learning (pp. 4222-4233).
IP 定义： In contrast to prescribed probabilistic models (Diggle & Gratton , 1984 ) that assign explicit densities to
possible outcomes of the model, implicit models implicitly assign probability measures by the specification of the data generating process .
# AIDIM
to overcome the large value in nce. AIDM use exp and log transformer to do the calculate.
https://sites.google.com/view/tongliangcuhk/paper-reading