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Story Trees: Representing Documents using Topological Persistence
Topological Data Analysis (TDA) focuses on the inherent shape of (spatial) data.
Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection
Applying one targeted (MP) projection hence is methodologically cleaner than applying multiple (INLP) projections that introduce random effects.
Characterizing Uncertainty in the Visual Text Analysis Pipeline
Current visual text analysis approaches rely on sophisticated processing pipelines.
Obstructing Classification via Projection
A priori we assume that it is "easy" to classify the data according to each property.
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