On the complexity of the steepest-descent with exact linesearches

Activities

Oxford University

Activity: Visiting an external institution types › Visiting an external academic institution

How much patience do you have? Issues in complexity for nonlinear optimization

Activity: Talk or presentation types › Oral presentation

Polytechnic University of Hong Kong

Activity: Visiting an external institution types › Research/Teaching in a external institution

Research Output

Worst-case evaluation complexity for unconstrained nonlinear optimization using high-order regularized models

Research output: Working paper

An example of slow convergence for Newton's method on a function with globally Lipschitz continuous Hessian

Research output: Working paper

Worst-case evaluation complexity and optimality of second-order methods for nonconvex smooth optimization

Research output: Working paper

Worst-case evaluation complexity of regularization methods for smooth unconstrained optimization using Hölder continuous gradients

Research output: Contribution to journal › Article

Second-order optimality and beyond: Characterization and Evaluation Complexity in Convexly Constrained Nonlinear Optimization

Research output: Contribution to journal › Article

Adaptive regularization algorithms with inexact evaluations for nonconvex optimization

Research output: Contribution to journal › Article

Improved worst-case evaluation complexity for potentially rank-deficient nonlinear least-Euclidean-norm problems using higher-order regularized models

Research output: Working paper

Projects

ADALGOPT - Advanced algorithms in nonlinear optimization

Project: Research Axis

Complexity in nonlinear optimization

Project: Research