Iterated Lavrentiev regularization under random noise: variational source conditions and rates in expectation

Ankit Singh, Hemant Sharma, Kiran Davuluri

The convergence theory of iterated Lavrentiev regularization for nonlinear monotone ill-posed equations is deterministic: the data error is bounded by a known level that the discre…