Bilevel optimization is defined as a mathematical program, where an optimization problem
contains another optimization problem as a constraint. These problems have received …

Many problems in machine learning involve bilevel optimization (BLO), including
hyperparameter optimization, meta-learning, and dataset distillation. Bilevel problems …

This book provides a solid foundation and an extensive study for an important class of
constrained optimization problems known as Mathematical Programs with Equilibrium …

Bilevel optimization problems are hierarchical optimization problems where the feasible
region of the so-called upper level problem is restricted by the graph of the solution set …

In this bibliography main directions of research as well as main fields of applications of
bilevel programming problems and mathematical programs with equilibrium constraints are …

To offload and alleviate the heavy base station (BS) traffic load caused by the rapidly
growing video services, device-to-device (D2D) communication, as one of the most …

Bilevel optimization are often addressed in an organizational hierarchy in which the upper
level decision maker is the leader and the lower level decision maker is the follower. The …

We are concerned with weak Stackelberg problems such as those considered in [19],[23]
and [25]. Based on a method due to Molodtsov, we present new results to approximate such …

Bilevel optimization problems are hierarchical optimization problems where the feasible
region of the so-called upper level problem is restricted by the graph of the solution set …

This article is devoted to the so-called pessimistic version of bilevel programming programs.
Minimization problems of this type are challenging to handle partly because the …