On the stability of the stochastic gradient Langevin algorithm with dependent data stream
Miklós Rásonyi, Kinga Tikosi·2021-05-04·via math.ST updates on arXiv.org
We prove, under mild conditions, that the stochastic gradient Langevin dynamics converges to a limiting law as time tends to infinity, even in the case where the driving data sequence is dependent.