Inference of Online Newton Methods with Nesterov's Accelerated Sketching

Haoxuan Wang, Xinchen Du, Sen Na

Reliable decision-making with streaming data requires principled uncertainty quantification of online methods. While first-order methods enable efficient iterate updates, their inf…