1 code implementation • 19 Jan 2024 • Yuyang Tao, Shufei Ge
With a dataset as an input, the Mapper algorithm outputs a graph representing the topological features of the whole dataset.
1 code implementation • 5 Aug 2021 • Shufei Ge, Shijia Wang, Lloyd Elliott
In this work, we focus on Bayesian nonparametric methods for capturing shapes by partitioning a space using curves.
no code implementations • NeurIPS 2019 • Shufei Ge, Shijia Wang, Yee Whye Teh, Liangliang Wang, Lloyd T. Elliott
The Ostomachion process and the self-consistent binary space partitioning-tree process were recently introduced as generalizations of the Mondrian process for space partitioning with non-axis aligned cuts in the two dimensional plane.