Towards Effective and Efficient Interpretation of Deep Neural Networks: Algorithms and Applications
Webinar
Dr. Xia (Ben) Hu presents a systematic framework from modeling and application perspectives for generating DNN interpretability, aiming at dealing with main technical challenges in interpretable machine learning, i.e., faithfulness, understandability and the efficiency of interpretability.
