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Yu Nie

3 accepted papers

2023

Achieving Hierarchy-Free Approximation for Bilevel Programs with Equilibrium Constraints

ICML 2023poster

In this paper, we develop an approximation scheme for solving bilevel programs with equilibrium constraints, which are generally difficult to solve. Among other things, calculating the first-order derivative in such a problem requires differentiation across the hierarchy, which is computationally in…

Cited by 8SourcePDFScholar
2022

Inducing Equilibria via Incentives: Simultaneous Design-and-Play Ensures Global Convergence

NeurIPS 2022accept

To regulate a social system comprised of self-interested agents, economic incentives are often required to induce a desirable outcome. This incentive design problem naturally possesses a bilevel structure, in which a designer modifies the payoffs of the agents with incentives while anticipating the…

Cited by 19SourcePDFScholar