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I offer consultancy and software development to help Dutch companies exploit the data they have using statistical machine learning methods.

 
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Online passive-aggressive algorithms

One of my favourite papers is the paper on online passive-aggressive algorithms [1] by Koby Crammer et al. In this paper, a set of algorithms is presented, that can be used to learn classifiers and regressors with a simple, closed form... Continue →