I am interested in Algorithmic Data Analysis where we are concerned with developing theory and algorithms for extracting interesting structures from data. My past and current research mainly concerns with discovering assocations, correlations, and causation from data by means of (algorithmic) information theory. I also closely follow the developments in design and visualisation.
In: Proceedings of the SIAM International Conference on Data Mining (SDM'18), SIAM, 2018.
Knowledge and Information Systems, Springer, 2017.
In: Proceedings of the IEEE International Conference on Data Mining (ICDM'17), IEEE, 2017.
In: Proceedings of the SIAM International Conference on Data Mining (SDM'17), SIAM, 2017.
In: Proceedings of the IEEE International Conference on Data Mining (ICDM'16), IEEE, 2016.
In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Springer, 2015.
Dec 2015 — Current
Max Planck Institute for Informatics and Saarland University, Germany
Oct 2013 — Sep 2015
MSc in Computer Science
Saarland University, Germany
Dec 2006 — Dec 2010
Bachelor of Computer Engineering
Institute of Engineering, Pulchowk Campus, Nepal
Tutor (Core course, Bachelors+Masters, approx. 85 students)
Invited talk on "Compression-driven Exploratory Data Analysis"
Fritz Haber Institute of the Max Planck Society, Berlin, Germany
Invited for Participation
PhD summer school 2016 organised by Microsoft Research Cambridge, United Kingdom
coming very soon ...