“…This review is led by Division board member Anna Macková, Head of the Tandetron Laboratory at the Nuclear Physics Institute of the Czech Academy of Sciences, and the review committee includes four other members of the nuclear physics board interested in this area: Faiçal Azaiez, Johan Nyberg, Eli Piasetzky and Douglas MacGregor. To create a truly authoritative account, the Scientific Editors have invited contributions from leading experts across Europe, and this publication is the combined result of their work. …”

“…Explainability for time series models is covered using LIME and SHAP, as are natural language processing-related tasks such as text classification, and sentiment analysis with ELI5, and ALIBI. The book concludes with complex model classification and regression-like neural networks and deep learning models using the CAPTUM framework that shows feature attribution, neuron attribution, and activation attribution. …”

“…" Other Videos in This Category Deep Learning with PyTorch Deep Learning with PyTorch Luca Pietro Giovanni Antiga; Thomas Viehmann; Eli Stevens Federated Learning Federated Learning Qiang Yang; Yang Liu; Yong Cheng; Yan Kang; Tianjian Chen; Han Yu Compatibility Modeling Compatibility Modeling Xuemeng Song; Liqiang Nie; Yinglong Wang; Gary Marchionini Representation and Understanding Representation and Understanding Allan Collins; Daniel G Bobrow Uncertainty in Artificial Intelligence Uncertainty in Artificial Intelligence MKP There are many cases where developers on mobile write lower-level C++ code for their Android applications using the Android NDK, OpenCV and other technologies. …”