Safeguarded Accelerated Adaptive Search under Unreliable Gradient Oracles

Shunzhi Zhang, Shichen Liao, Congying Han +1

From the probabilistic-model viewpoint, stochastic adaptive search can require any fraction $\theta \in (0,1)$ of the predicted model reduction for acceptance. Classical backtracking with…