Can a single neuron learn predictive uncertainty?

DOI10.1142/s021848852350023xzbMATH Open1547.68751MaRDI QIDQ6535994

Edgardo Solano-Carrillo

Publication date: 16 March 2024

Published in: (Search for Journal in Brave)

zbMATH Keywords

order statisticsnonparametric quantile estimationexplainable AIuncertainty in AIsplit conformal predictions

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Order statistics; empirical distribution functions (62G30) Reasoning under uncertainty in the context of artificial intelligence (68T37)

Cites Work

• A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity
• Distribution-Free Predictive Inference For Regression
• Exploring the sources of uncertainty: why does bagging for time series forecasting work?
• Prediction interval construction for byproduct gas flow forecasting using optimized twin extreme learning machine
• Information Theory and Statistical Mechanics
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