Bilevel stochastic methods for optimization and machine learning: Bilevel stochastic descent and DARTS. - Tommaso Giovannelli; Griffin D. Kent; Luís Nunes Vicente (CoRR, 2021)

Penetration Depth Between Two Convex Polyhedra: An Efficient Stochastic Global Optimization Approach. - Mark A. Abramson; Griffin D. Kent; Gavin W. Smith (IEEE Trans. Vis. Comput. Graph., 2022)

Bilevel optimization with a multi-objective lower-level problem: risk-neutral and risk-averse formulations. - Tommaso Giovannelli; Griffin D. Kent; Luís Nunes Vicente (Optim. Methods Softw., 2024)

A stochastic gradient method for trilevel optimization. - Tommaso Giovannelli; Griffin D. Kent; Luís Nunes Vicente (CoRR, 2025)

Inexact bilevel stochastic gradient methods for constrained and unconstrained lower-level problems. - Tommaso Giovannelli; Griffin D. Kent; Luís Nunes Vicente (J. Glob. Optim., 2025)