Generative Perturbation Analysis for Probabilistic Black-Box Anomaly Attribution

9 August 2023

Papers citing "Generative Perturbation Analysis for Probabilistic Black-Box Anomaly Attribution"

3 / 3 papers shown

Title
Causal-discovery-based root-cause analysis and its application in time-series prediction error diagnosis Hiroshi Yokoyama Ryusei Shingaki Kaneharu Nishino Shohei Shimizu Thong Pham CML 65 0 0 11 Nov 2024
What Do We Want From Explainable Artificial Intelligence (XAI)? -- A Stakeholder Perspective on XAI and a Conceptual Model Guiding Interdisciplinary XAI Research Markus Langer Daniel Oster Timo Speith Holger Hermanns Lena Kästner Eva Schmidt Andreas Sesing Kevin Baum XAI 43 415 0 15 Feb 2021
An Interpretable Probabilistic Approach for Demystifying Black-box Predictive Models Catarina Moreira Yu-Liang Chou M. Velmurugan Chun Ouyang Renuka Sindhgatta P. Bruza 21 57 0 21 Jul 2020