Why Did This Model Forecast This Future? Information-Theoretic Saliency for Counterfactual Explanations of Probabilistic Regression Models

Item #:

075280-1443

Details

DOI: https://doi.org/10.52202/075280-1443
Author(s): Hayley Hung, Marco Loog, Alec Nonnemaker, Chirag Raman, Amelia Villegas-Morcillo
Pages: 33222-33240 (19 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/075280-1443
Author(s): Hayley Hung, Marco Loog, Alec Nonnemaker, Chirag Raman, Amelia Villegas-Morcillo
Pages: 33222-33240 (19 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)