ENFORCE: Nonlinear Constrained Learning with Adaptive-depth Neural Projection
arXiv:2502.06774v4 Announce Type: replace
Abstract: Ensuring neural networks adhere to domain-specific constraints is crucial for addressing safety and trustworthiness while also enhancing inference accuracy. Despite the nonlinear nature of most real-…