37 citations · 90 across the 4 of their papers we have counts for
4 papers · 1 filter
Boxer: Interactive Comparison of Classifier Results
Michael Gleicher, Aditya Barve, Xinyi Yu +1
Machine learning practitioners often compare the results of different classifiers to help select, diagnose and tune models. We present Boxer, a system to enable such comparison. Ou…
embComp: Visual Interactive Comparison of Vector Embeddings
Florian Heimerl, Christoph Kralj, Torsten Möller +1
This paper introduces embComp, a novel approach for comparing two embeddings that capture the similarity between objects, such as word and document embeddings. We survey scenarios…
Visual Designs for Binned Aggregation of Multi-Class Scatterplots
Florian Heimerl, Chih-Ching Chang, Alper Sarikaya +1
Point sets in 2D with multiple classes are a common type of data. A canonical visualization design for them are scatterplots, which do not scale to large collections of points. For…
A User-based Visual Analytics Workflow for Exploratory Model Analysis
Dylan Cashman, Shah Rukh Humayoun, Florian Heimerl +9
Many visual analytics systems allow users to interact with machine learning models towards the goals of data exploration and insight generation on a given dataset. However, in some…