Camille Olivia Little

According to our database, Camille Olivia Little authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Fair Feature Importance Scores for Interpreting Decision Trees.

Camille Olivia Little, Debolina Halder Lina, Genevera I. Allen

Trans. Mach. Learn. Res., 2024

Fair MP-BOOST: Fair and Interpretable Minipatch Boosting.

Camille Olivia Little, Genevera I. Allen

CoRR, 2024

Data Augmentation via Subgroup Mixup for Improving Fairness.

Madeline Navarro, Camille Olivia Little, Genevera I. Allen, Santiago Segarra

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Fair Feature Importance Scores for Interpreting Tree-Based Methods and Surrogates.

Camille Olivia Little, Debolina Halder Lina, Genevera I. Allen

CoRR, 2023

2022

To the Fairness Frontier and Beyond: Identifying, Quantifying, and Optimizing the Fairness-Accuracy Pareto Frontier.

Camille Olivia Little, Michael Weylandt, Genevera I. Allen

CoRR, 2022