Køb for 499 kr mere for gratis levering til pakkeshop
499 kr
Pakkeshop
599 kr
Hjemmelevering
Gemte
Log ind
0
Kurv
Bestsellere
Nyheder
Forudbestillinger
Danske bøger
Store besparelser
Hurtig levering
Fri fragt over 499,-
Booktok logo
Bøger
Top forfattere
Havebøger
Kurv
  1. Bog
  2. Kunstig intelligens
  3. Ekspert - og vidensbaserede systemer
Robust Explainable AI
Af: Francesco Leofante, Matthew Wicker
Engelsk
Bogcover for Robust Explainable AI af Francesco Leofante, Matthew Wicker, 9783031890215
Specifikationer
Sprog:
Engelsk
Sider:
71
ISBN-13:
9783031890215
Indbinding:
Paperback
ISBN-10:
3031890213
Kategori:
Udg. Dato:
25 maj 2025
Størrelse i cm:
23,5 x 15,5
Forlag:
Serie:
Oplagsdato:
25 maj 2025
Forfatter(e):
Genre:

Robust Explainable AI

Af: Francesco Leofante, Matthew Wicker
Engelsk
Paperback 2025
Format:
Paperback
Bog beskrivelse
The area of Explainable Artificial Intelligence (XAI) is concerned with providing methods and tools to improve the interpretability of black-box learning models. While several approaches exist to generate explanations, they are often lacking robustness, e.g., they may produce completely different explanations for similar events. This phenomenon has troubling implications, as lack of robustness indicates that explanations are not capturing the underlying decision-making process of a model and thus cannot be trusted. This book aims at introducing Robust Explainable AI, a rapidly growing field whose focus is to ensure that explanations for machine learning models adhere to the highest robustness standards. We will introduce the most important concepts, methodologies, and results in the field, with a particular focus on techniques developed for feature attribution methods and counterfactual explanations for deep neural networks. As prerequisites, a certain familiarity with neural networks and approaches within XAI is desirable but not mandatory. The book is designed to be self-contained, and relevant concepts will be introduced when needed, together with examples to ensure a successful learning experience.
... Vis mere
Forlags Vejl. pris
465,98 kr
Januarudsalg
376 kr
spar 19%
Læg i kurv nu
Fri fragt over 499,-
Sikker betaling
23 - 25 hverdage
Specifikationer
Sprog:
Engelsk
Sider:
71
ISBN-13:
9783031890215
Indbinding:
Paperback
ISBN-10:
3031890213
Kategori:
Udg. Dato:
25 maj 2025
Størrelse i cm:
23,5 x 15,5
Forlag:
Serie:
Oplagsdato:
25 maj 2025
Forfatter(e):
Finder produkter...
Kategori sammenhænge