To Trust or Not to Trust a Regressor: Estimating and Explaining
Trustworthiness of Regression Predictions

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To Trust or Not to Trust a Regressor: Estimating and Explaining Trustworthiness of Regression Predictions

14 April 2021

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Papers citing "To Trust or Not to Trust a Regressor: Estimating and Explaining Trustworthiness of Regression Predictions"

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Code-Driven Law NO, Normware SI! Giovanni Sileno AILaw 63 0 0 05 Oct 2024
A Latent Space Metric for Enhancing Prediction Confidence in Earth Observation Data Ioannis Pitsiorlas Argyro Tsantalidou George Arvanitakis Marios Kountouris C. Kontoes 15 2 0 30 Jan 2024
A Trustworthiness Score to Evaluate DNN Predictions Abanoub Ghobrial Darryl Hond Hamid Asgari Kerstin Eder 68 2 0 21 Jan 2023
SoK: Explainable Machine Learning for Computer Security Applications A. Nadeem D. Vos Clinton Cao Luca Pajola Simon Dieck Robert Baumgartner S. Verwer 136 42 0 22 Aug 2022
Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions Eoin Delaney Derek Greene Mark T. Keane 79 26 0 20 Jul 2021