Camille Olivia Little

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Feature Importance

Base Classifiers

Top Venues

Trans. Mach. Learn. Res.

Publications

Camille Olivia Little, Genevera I. Allen
Fair MP-BOOST: Fair and Interpretable Minipatch Boosting. CoRR (2024)
Madeline Navarro, Camille Olivia Little, Genevera I. Allen, Santiago Segarra
Data Augmentation via Subgroup Mixup for Improving Fairness. ICASSP (2024)
Camille Olivia Little, Debolina Halder Lina, Genevera I. Allen
Fair Feature Importance Scores for Interpreting Decision Trees. Trans. Mach. Learn. Res. 2024 (2024)
Madeline Navarro, Camille Olivia Little, Genevera I. Allen, Santiago Segarra
Data Augmentation via Subgroup Mixup for Improving Fairness. CoRR (2023)
Camille Olivia Little, Debolina Halder Lina, Genevera I. Allen
Fair Feature Importance Scores for Interpreting Tree-Based Methods and Surrogates. CoRR (2023)
Camille Olivia Little, Michael Weylandt, Genevera I. Allen
To the Fairness Frontier and Beyond: Identifying, Quantifying, and Optimizing the Fairness-Accuracy Pareto Frontier. CoRR (2022)