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Date : 2019-08-30
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Explainable AI Interpreting Explaining and Visualizing ~ Explainable AI Interpreting Explaining and Visualizing Deep Learning Lecture Notes in Computer Science Wojciech Samek Grégoire Montavon Andrea Vedaldi Lars Kai Hansen KlausRobert Muller on FREE shipping on qualifying offers The development of “intelligent” systems that can take decisions and perform autonomously might lead to faster and more consistent decisions
Explainable AI Interpreting Explaining and Visualizing ~ This StateoftheArt book assesses the current state of research on explainable AI XAI and provides a timely snapshot of algorithms theory and able AI reflecting the current discourse in this field and providing directions of future development
Explainable AI Interpreting Explaining and Visualizing ~ Explainable AI Interpreting Explaining and Visualizing Deep Learning LNCS volume 11700 Also part of the Lecture Notes in Artificial Intelligence book sub series artificial intelligence computer vision deep Learning explainable AI explanation Methods fuzzy control fuzzy models fuzzy rules fuzzy systems
Explainable Artificial Intelligence Understanding ~ Explainable Artificial Intelligence Understanding Visualizing and Interpreting Deep Learning Models 08282017 ∙ by Wojciech Samek et al ∙ 0 ∙ share With the availability of large databases and recent improvements in deep learning methodology the performance of AI systems is reaching or even exceeding the human level on an increasing number of complex tasks
Explainable AI Interpreting Explaining and Visualizing ~ reinforcement learning 230 Attacks fooling examples 57 124 194 game theory 140 Explainable AI 6 43 194 challenges 16 23 dangers 28 degree of control 123 history 41 methods 12 158 171 Explainable AI Interpreting Explaining and Visualizing Deep Learning Author
170808296 Explainable Artificial Intelligence ~ With the availability of large databases and recent improvements in deep learning methodology the performance of AI systems is reaching or even exceeding the human level on an increasing number of complex tasks Impressive examples of this development can be found in domains such as image classification sentiment analysis speech understanding or strategic game playing However because of
Explainable Artificial Intelligence Understanding ~ Since this lack of transparency can be a major drawback in medical applications the development of methods for visualizing explaining and interpreting deep learning models has recently
NIPS 2017 Workshop Interpreting Explaining and ~ Explainable AI Interpreting Explaining and Visualizing Deep Learning Editors W Samek G Montavon A Vedaldi LK Hansen KR Muller Lecture Notes in Computer Science LNCS vol 11700 Springer August 2019
Explaining and Interpreting LSTMs DeepAI ~ with a recurrent neural network so that it can then be simulated forward Learning dynamical systems with longterm dependencies using recurrent neural networks presents a number of challenges The backpropagation through time learning signal tends to either blow up or vanish 30 10
EXPLAINABLE ARTIFICIAL INTELLIGENCE UNDERSTANDING ~ EXPLAINABLE ARTIFICIAL INTELLIGENCE UNDERSTANDING VISUALIZING AND INTERPRETING DEEP LEARNING MODELS Wojciech Samek1 Thomas Wiegand12 KlausRobert Müller234 1Dept of Video Coding Analytics Fraunhofer Heinrich Hertz Institute 10587 Berlin Germany 2Dept of Electrical Engineering Computer Science Technische Universität Berlin 10587 Berlin Germany
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