Litcius/Paper detail

What went wrong and when? Instance-wise feature importance for time-series black-box models

Sana Tonekaboni, Shalmali Joshi, Kieran R. Campbell, David Duvenaud, Anna Goldenberg

2020Neural Information Processing Systems27 citations

Topics & Concepts

Black boxComputer scienceSeries (stratigraphy)Feature (linguistics)Time seriesArtificial intelligenceMachine learningPhilosophyPaleontologyLinguisticsBiologyExplainable Artificial Intelligence (XAI)Machine Learning in HealthcareTime Series Analysis and Forecasting
What went wrong and when? Instance-wise feature importance for time-series black-box models | Litcius