Brian Williamson

2 papers · 2018–2020 · 1 conference · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14)

Conferences

ICML (2)

Top co-authors

Jean Feng (2) Noah Simon (1) Marco Carone (1)

Keywords

variable importance (2) statistical inference (1) hypothesis testing (1) nonparametric estimation (1) confidence interval (1) shapley value (1) predictive model (1) multi-task learning (1) neural network (1)

Papers

Efficient nonparametric statistical inference on population feature importance using Shapley values ICML 2020

Nonparametric variable importance using an augmented neural network with multi-task learning ICML 2018