DiffSlack: Learning under Nonlinear Inequality Constraints via Learnable Slack Variables

Ziqian Wang, Chenxi Fang, Zhen Zhang

Enforcing nonlinear inequality constraints in neural networks remains challenging, especially when the output is subject to many coupled constraints. Existing hard constraint metho…