Kieran Campbell

2 papers · 2019–2020 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

ICML (1) NIPS (1)

Top co-authors

David K. Duvenaud (1) Christopher Yau (1) Sana Tonekaboni (1) Anna Goldenberg (1) Shalmali Joshi (1) Kaspar Märtens (1)

Keywords

dimensionality reduction (1) kl divergence (1) feature importance (1) gaussian process (1) time series (1) disease progression (1) latent variable model (1) distributional shift (1) black-box model (1) kernel decomposition (1) instance-wise explanation (1)

Papers

What went wrong and when? Instance-wise feature importance for time-series black-box models NIPS 2020

Decomposing feature-level variation with Covariate Gaussian Process Latent Variable Models ICML 2019