Rationally Inattentive Utility Maximization for Interpretable Deep Image Classification

Kunal Pattanayak, Vikram Krishnamurthy

Are deep convolutional neural networks (CNNs) for image classification explainable by utility maximization with information acquisition costs? We demonstrate that deep CNNs behave…