Aaron Fisher

2 papers · 2019–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (3)

Conferences

ICML (1) JMLR (1)

Top co-authors

Francesca Dominici (1) Cynthia Rudin (1)

Keywords

variable importance (1) random forest (1) permutation importance (1) prediction model (1) recidivism prediction (1) fairness analysis (1) model class reliance (1)

Papers

Inverse-Variance Weighting for Estimation of Heterogeneous Treatment Effects ICML 2024

All Models are Wrong, but Many are Useful: Learning a Variable's Importance by Studying an Entire Class of Prediction Models Simultaneously JMLR 2019