Explainable Deep Learning AI is popular PDF and ePub book, written by Jenny Benois-Pineau in 2023-02-20, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Explainable Deep Learning AI can be Read Online from any device for your convenience.
Explainable Deep Learning AI Book PDF Summary
Explainable Deep Learning AI: Methods and Challenges presents the latest works of leading researchers in the XAI area, offering an overview of the XAI area, along with several novel technical methods and applications that address explainability challenges for deep learning AI systems. The book overviews XAI and then covers a number of specific technical works and approaches for deep learning, ranging from general XAI methods to specific XAI applications, and finally, with user-oriented evaluation approaches. It also explores the main categories of explainable AI – deep learning, which become the necessary condition in various applications of artificial intelligence. The groups of methods such as back-propagation and perturbation-based methods are explained, and the application to various kinds of data classification are presented. Provides an overview of main approaches to Explainable Artificial Intelligence (XAI) in the Deep Learning realm, including the most popular techniques and their use, concluding with challenges and exciting future directions of XAI Explores the latest developments in general XAI methods for Deep Learning Explains how XAI for Deep Learning is applied to various domains like images, medicine and natural language processing Provides an overview of how XAI systems are tested and evaluated, specially with real users, a critical need in XAI
Detail Book of Explainable Deep Learning AI PDF
- Author : Jenny Benois-Pineau
- Release : 20 February 2023
- Publisher : Elsevier
- ISBN : 9780323993883
- Genre : Computers
- Total Page : 348 pages
- Language : English
- PDF File Size : 9,6 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Explainable Deep Learning AI by Jenny Benois-Pineau, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.