no code implementations • 22 Mar 2024 • Minsuk Chang, SeokHyeon Park, Hyeon Jeon, Aeri Cho, Soohyun Lee, Jinwook Seo
We demonstrated the effectiveness of our method in mitigating bias through improved classification accuracy and the refined focus of the model.
1 code implementation • 1 Aug 2023 • Hyeon Jeon, Aeri Cho, Jinhwa Jang, Soohyun Lee, Jake Hyun, Hyung-Kwon Ko, Jaemin Jo, Jinwook Seo
To address this issue, we present ZADU, a Python library that provides distortion measures.
1 code implementation • 1 May 2022 • Hyeon Jeon, Hyung-Kwon Ko, Soohyun Lee, Jaemin Jo, Jinwook Seo
We introduce Uniform Manifold Approximation with Two-phase Optimization (UMATO), a dimensionality reduction (DR) technique that improves UMAP to capture the global structure of high-dimensional data more accurately.
no code implementations • 17 Jan 2022 • Hyeon Jeon, Michael Aupetit, Soohyun Lee, Hyung-Kwon Ko, Youngtaek Kim, Jinwook Seo
Brushing is an everyday interaction in 2D scatterplots, which allows users to select and filter data points within a continuous, enclosed region and conduct further analysis on the points.