About

I am a PhD student at the working group for Computational Statistics at the Ludwig-Maximilians-University Munich in cooperation with Audi AG, working on using machine learning to solve human computer interaction problems.

I have a Bachelor's Degree (B.Sc.) in Mathematical Economics from the University of Bielefeld and a Master's Degree (M.Sc.) in Statistics from the TU Dortmund.

Contact

Institut für Statistik

Ludwig-Maximilians-Universität München

Ludwigstraße 33

D-80539 München

Room 459

Phone: +49 89 2180 2925

quay.au [at] stat.uni-muenchen.de

Research Interests

• Multi-Target-Prediction
• Interpretable Machine learning
• Human-Machine-Interaction: user interfaces, user experience and usability

You Can Find me on

• GitHub
• ResearchGate
• Google Scholar

References

1. Schuwerk T, Kaltefleiter LJ, Au J-Q, Hoesl A, Stachl C (2019) Enter the Wild: Autistic Traits and Their Relationship to Mentalizing and Social Interaction in Everyday Life. Journal of Autism and Developmental Disorders.
   link.
2. Stachl C, Au Q, Schoedel R, Buschek D, Völkel S, Schuwerk T, Oldemeier M, Ullmann T, Hussmann H, Bischl B, Bühner M (2019) Behavioral Patterns in Smartphone Usage Predict Big Five Personality Traits.
   link | pdf.
3. Au Q, Schalk D, Casalicchio G, Schoedel R, Stachl C, Bischl B (2019) Component-Wise Boosting of Targets for Multi-Output Prediction.
   link | pdf.
4. Schoedel R, Au Q, Völkel ST, Lehmann F, Becker D, Bühner M, Bischl B, Hussmann H, Stachl C (2018) Digital Footprints of Sensation Seeking. Zeitschrift für Psychologie 226, 232–245.
   link.
5. Völkel ST, Graefe J, Schödel R, Häuslschmid R, Stachl C, Au Q, Hussmann H (2018) I Drive My Car and My States Drive Me Proceedings of the 10th International Conference on Automotive User Interfaces and Interactive Vehicular Applications - AutomotiveUI ’18, pp. 198–203. ACM Press, New York, New York, USA.
   link.
6. Probst P, Au Q, Casalicchio G, Stachl C, Bischl B (2017) Multilabel Classification with R Package mlr. The R Journal 9, 352–369.
   link | pdf.
7. Stachl C, Hilbert S, Au Q, Buschek D, De Luca A, Bischl B, Hussmann H, Bühner M (2017) Personality Traits Predict Smartphone Usage (C Wrzus, Ed.). European Journal of Personality 31, 701–722.
   link | pdf.