Publications

See also Google Scholar or ORCID.

2018

2017

2016

2015

  • Pitfalls of evaluating a classifier’s performance in high energy physics applications
  • Ethnicity sensitive author disambiguation using semi-supervised learning
  • Collaborative analysis of gigapixel images using Cytomine
  • Scikit-learn: Machine Learning Without Learning the Machinery
  • Solar Energy Prediction: An International Contest to Initiate Interdisciplinary Research on Compelling Meteorological Problems

2014

2013

2012

2011

  • Learning to rank with extremely randomized trees

2010

  • A zealous parallel gradient descent algorithm
  • Collaborative filtering: Scalable approaches using restricted Boltzmann machines