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← Authors

Colin Rowat

2 papers · 2020–2022 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

ICLR (1) NIPS (1)

Top co-authors

Chris Harris (1) Ilya Feige (1) Richard Pymar (1) Christopher Frye (1)

Keywords

causal inference (1) feature attribution (1) model interpretability (1) shapley value (1) model explainability (1) unfair discrimination (1)

Papers

Joint Shapley values: a measure of joint feature importance ICLR 2022 Asymmetric Shapley values: incorporating causal knowledge into model-agnostic explainability NIPS 2020