2 papers
cs.CG2021
Stitch Fix for Mapper and Topological Gains
Youjia Zhou, Nathaniel Saul, Ilkin Safarli +2
The mapper construction is a powerful tool from topological data analysis that is designed for the analysis and visualization of multivariate data. In this paper, we investigate a…
cs.LG2020
Interpreting Graph Drawing with Multi-Agent Reinforcement Learning
Ilkin Safarli, Youjia Zhou, Bei Wang
Applying machine learning techniques to graph drawing has become an emergent area of research in visualization. In this paper, we interpret graph drawing as a multi-agent reinforce…