FENCE: Feasibility-ENforced Constrained nEural Solver for End-to-End Constrained Optimization

Keywords

end-to-end optimization, constrained optimization, feasibility guarantees

Status: Under Review (ICML 2026)

This manuscript develops a feasibility-enforced neural solver for end-to-end constrained optimization with explicit constraint handling.