Second-Order Methods

OPTAMI: Global Superlinear Convergence of High-order Methods

Exploring Jacobian Inexactness in Second-Order Methods for Variational Inequalities: Lower Bounds, Optimal Algorithms and Quasi-Newton Approximations

Advancing the Lower Bounds: an Accelerated, Stochastic, Second-order Method with Optimal Adaptation to Inexactness

Accelerated Adaptive Cubic Regularized Quasi-Newton Methods

A Damped Newton Method Achieves Global $O(\frac{1}{k^2})$ and Local Quadratic Convergence Rate

An Accelerated Second-Order Method for Distributed Stochastic Optimization

Hyperfast Second-Order Local Solvers for Efficient Statistically Preconditioned Distributed Optimization

Inexact Tensor Methods and Their Application to Stochastic Convex Optimization

Near-Optimal Hyperfast Second-Order Method for Convex Optimization

Optimal Combination of Tensor Optimization Methods