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regression

2 papers across 2 sessions

Poster Session 2

1 paper
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Statistical Inference for Gradient Boosting Regression
#2510 · Haimo Fang, Kevin Tan, Giles Hooker

We provide confidence intervals, prediction intervals, and hypothesis tests for variable importance for boosting with dropout and parallel training.

Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Beyond Least Squares: Uniform Approximation and the Hidden Cost of Misspecification
#5211 · Davide Maran, Csaba Szepesvari