Christopher Morris

Room: 238
Phone: +49 231 755-7707
Fax: +49 231 755-7740
E-Mail: christopher.morristu-dortmund.de
GitHub: https://github.com/chrsmrrs

Research Interests

  • Machine learning with graphs, in particular graph kernels, graph embeddings, feature learning,
  • Algorithm Engineering,
  • Combinatorial optimization and graph algorithms

Collaborative Research Center SFB 876 - Providing Information by Resource-Constrained Data Analysis

Resource-efficient Graph Mining

Fun Fact: My Erdős number is at most 4 (via Petra Mutzel → Peter Eades → Michel-Marie Deza → P. Erdős)

Publications

Refereed Conference Articles

  • A Property Testing Framework for the Theoretical Expressivity of Graph Kernels
    Nils M. Kriege, Christopher Morris, Anja Rey, Christian Sohler,
    International Joint Conference on Artificial Intelligence (IJCAI) 2018.

Refereed Journal Articles

Preprints and Working Papers

Teaching

Supervised Students

  • Marcel Walker (BT, 2016): Dimensionsreduktion von Merkmalsvektoren für explizite Graphkerne
  • Christopher Osthues (BT, 2016): Experimenteller Vergleich von Labeling-Verfahren für Graphkerne
  • Serdar Ayaz (BT, 2016): Approximation des Weisfeiler-Lehman-Isomorphie-Tests durch Sampling
  • Franka Bause (BT, 2017): Approximation der Editierdistanz für Graphen in linearer Zeit
  • Ryan Ladwig (Student intern from NAU, 2017): Design and Implementation of k-disk Graph Kernels

Sommersemester 2018

Wintersemester 2017/18

Sommersemester 2017

Wintersemester 2016/17

Sommersemester 2016

Wintersemester 2015/16

Benchmark Data Sets

Bibliography of (Supervised) Graph Classification

Activities

 
Last modified: 2018-04-21 11:29 by Christopher Morris
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