Uncharted Research
Distil: A Mixed-Initiative Model Discovery System for Subject Matter Experts

Langevin, S., D. Jonker, C. Bethune, G. Coppersmith, C. Hilland, J. Morgan, P. Azunre and J. Gawrilow, International Workshop on Automatic Machine Learning (AutoML), July 2018

We present in-progress work on Distil, a mixed-initiative system to enable non-experts with subject matter expertise to generate data-driven models using an interactive analytic question first workflow. Our approach incorporates data discovery, enrichment, analytic model recommendation, and automated visualization to understand data and models.

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