conftrace_

mapper algorithm

3 papers

Explore in graph

Co-occurring keywords · papers mentioning both

topological data analysis (3) embedding geometry (1) decision region (1) ambiguity detection (1) reeb graph (1) instability measure (1) label ambiguity (1) text embedding (1) clustering algorithm (1) parameter tuning (1)

Papers

When Annotators Disagree, Topology Explains: Mapper, a Topological Tool for Exploring Text Embedding Geometry and Ambiguity EMNLP 2025 A Numerical Measure of the Instability of Mapper-Type Algorithms JMLR 2020 Statistical Analysis and Parameter Selection for Mapper JMLR 2018