@article{JMLR:v23:20-1365,
  author  = {Hao Chen and Lili Zheng and Raed Al Kontar and Garvesh Raskutti},
  title   = {Gaussian Process Parameter Estimation Using Mini-batch Stochastic Gradient Descent: Convergence Guarantees and Empirical Benefits},
  journal = {Journal of Machine Learning Research},
  year    = {2022},
  volume  = {23},
  number  = {227},
  pages   = {1--59},
  url     = {http://jmlr.org/papers/v23/20-1365.html}
}