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Titlebook: Receptors for Reproductive Hormones; Bert W. O’Malley,Anthony R. Means Book 1973 The Editor(s) (if applicable) and The Author(s), under ex

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Stanley G. Korenman,Barbara M. Sanborn,Ramesh C. Bhallaver, this paper argues that how the provided explanations and their content can exacerbate the deceptive dynamics or even manipulate the end user. Therefore, in order to avoid similar consequences, this analysis suggests legal principles to which the explanation must conform to mitigate the side eff
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D. Rodbard,R. E. Bertinoues. We argue that LIME and Shapley values actually estimate ‘influence’ (rather than ‘importance’), which combines importance and utility. The paper compares the three methods in terms of validity of their ground truth assumption and fidelity towards the underlying model through a series of benchma
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D. Rodbardgly, we investigate research areas including: . reasoning and automatic theorem proving to synthesize novel knowledge via inference; . automatic planning and simulation, used to speculate over alternative courses of action; . machine learning and data mining, exploited to induce new knowledge from e
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K. J. Catt,M. L. Dufauntributing segments for a prediction. Results are compared with two explanation methods, namely mask perturbation and LIME. The results for the MNIST hand-written digit dataset produced by the three methods show that CI provides better visual explainability.
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