Data Augmentation via Subgroup Mixup for Improving Fairness

13 September 2023

Papers citing "Data Augmentation via Subgroup Mixup for Improving Fairness"

7 / 7 papers shown

Title
RevMUX: Data Multiplexing with Reversible Adapters for Efficient LLM Batch Inference Yige Xu Xu Guo Zhiwei Zeng Chunyan Miao 39 0 0 06 Oct 2024
ProxiMix: Enhancing Fairness with Proximity Samples in Subgroups Jingyu Hu Jun Hong Mengnan Du Weiru Liu 26 0 0 02 Oct 2024
Exploring Empty Spaces: Human-in-the-Loop Data Augmentation Catherine Yeh Donghao Ren Yannick Assogba Dominik Moritz Fred Hohman 38 0 0 01 Oct 2024
Uplifting Lower-Income Data: Strategies for Socioeconomic Perspective Shifts in Vision-Language Models Joan Nwatu Oana Ignat Rada Mihalcea 29 0 0 02 Jul 2024
Fair MP-BOOST: Fair and Interpretable Minipatch Boosting Camille Olivia Little Genevera I. Allen 30 0 0 01 Apr 2024
GraphMAD: Graph Mixup for Data Augmentation using Data-Driven Convex Clustering Madeline Navarro Santiago Segarra 38 7 0 27 Oct 2022
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup Zongbo Han Zhipeng Liang Fan Yang Liu Liu Lanqing Li Yatao Bian P. Zhao Bing Wu Changqing Zhang Jianhua Yao 56 34 0 19 Sep 2022