Visual Analytics. Linguistics. Machine Learning.

We propose the concept of Speculative Execution for Visual Analytics and discuss its effectiveness for model exploration and optimization.

Fabian Sperrle et al.

We argue that a combination of visualization and verbalization techniques is beneficial to create broad and versatile insights into the structure and decision-making processes of machine learning models.

Rita Sevastjanova et al.

We present an explainable, mixed-initiative topic modeling framework that integrates speculative execution into the algorithmic decision-making process.

Menna El-Assady et al.