Stochastic gradient descent based variational inference for infinite-dimensional inverse problems

Jiaming Sui, Junxiong Jia, Jinglai Li

This paper introduces two variational inference approaches for infinite-dimensional inverse problems, developed through gradient descent with a constant learning rate. The proposed…