Dual Certified White-Box Inference for Input Convex Neural Networks

Kang Liu, Jianchen Hu, Wei Peng

Input convex neural networks (ICNNs) are used to learn convex objectives whose minimizers define decisions, making efficient and reliable optimization central to inference. At nons…