Search Results for author: Kieran Campbell

Found 3 papers, 0 papers with code

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

no code implementations NeurIPS 2020 Sana Tonekaboni, Shalmali Joshi, Kieran Campbell, David K. Duvenaud, Anna Goldenberg

Explanations of time series models are useful for high stakes applications like healthcare but have received little attention in machine learning literature.

Feature Importance Time Series

What went wrong and when? Instance-wise Feature Importance for Time-series Models

no code implementations5 Mar 2020 Sana Tonekaboni, Shalmali Joshi, Kieran Campbell, David Duvenaud, Anna Goldenberg

Explanations of time series models are useful for high stakes applications like healthcare but have received little attention in machine learning literature.

Feature Importance Time Series

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