Search Results for author: Thilo Spinner

Found 4 papers, 2 papers with code

explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning

1 code implementation29 Jul 2019 Thilo Spinner, Udo Schlegel, Hanna Schäfer, Mennatallah El-Assady

We propose a framework for interactive and explainable machine learning that enables users to (1) understand machine learning models; (2) diagnose model limitations using different explainable AI methods; as well as (3) refine and optimize the models.

BIG-bench Machine Learning Explainable Artificial Intelligence (XAI)

Uncertainty-Aware Principal Component Analysis

1 code implementation3 May 2019 Jochen Görtler, Thilo Spinner, Dirk Streeb, Daniel Weiskopf, Oliver Deussen

We present a technique to perform dimensionality reduction on data that is subject to uncertainty.

Dimensionality Reduction

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