Stabilizing GANs' Training with Brownian Motion Controller.
Tianjiao LuoZiyu ZhuJianfei ChenJun ZhuPublished in: ICML (2023)
Keyphrases
- brownian motion
- optimal control
- optimal stopping
- stochastic process
- differential equations
- diffusion process
- stochastic processes
- neural network
- poisson process
- closed form solutions
- control system
- heavy traffic
- training set
- heavy tailed
- vector valued
- queue length
- training examples
- control strategy
- dynamic programming
- stochastic differential equations