Titlebook: Janus-Faced Probability; Paolo Rocchi Book 2014 Springer International Publishing Switzerland 2014 frequentist theory.probability interpre

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Some Remarks on the Argument of Probabilityommented on. The previous pages try to show how the difficulties of a working statistician have a tendency to vanish when he rejects the philosophical theories and confront the issues through the analytical approach.

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https://doi.org/10.1007/978-3-319-04861-1frequentist theory; probability interpretation; subjective theory

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al confusion. We propose ReCCoVER, an algorithm which detects causal confusion in an agent’s reasoning before deployment, by executing its policy in alternative environments where certain correlations between features do not hold. We demonstrate our approach in the taxi and grid world environments,

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Paolo Rocchintributing 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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neural activity (frequency features). In particular, this paper . classifies . vs. . replicating the LR classification of prior studies, extending the analysis by . interpreting the coefficient weights relating to all features with a focus on N2PC features, and . retrains an LR classifier with the