Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE; Laboratory for Information and Inference Systems, IEM STI EPFL, Lausanne, Switzerland; Moscow Institute of Physics and Technology, Dolgoprudny, Russia
Artem Agafonov, Dmitry Kamzolov, Alexander Gasnikov, Ali Kavis, Kimon Antonakopoulos, Volkan Cevher, Martin Takáč
Second-order methods;convex optimization;stochastic optimization;Cubic Newton Method;high-order methods;tensor methods;lower bounds
Advancing the Lower Bounds: an Accelerated, Stochastic, Second-order Method with Optimal Adaptation to Inexactness