31 citations · 41 across the 7 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
cs.LG2016★ 8 cited
Semi-supervised Kernel Metric Learning Using Relative Comparisons
Ehsan Amid, Aristides Gionis, Antti Ukkonen
We consider the problem of metric learning subject to a set of constraints on relative-distance comparisons between the data items. Such constraints are meant to reflect side-infor…
stat.ML2016★ 2 cited
Finding Statistically Significant Attribute Interactions
Andreas Henelius, Antti Ukkonen, Kai Puolamäki
In many data exploration tasks it is meaningful to identify groups of attribute interactions that are specific to a variable of interest. For instance, in a dataset where the attri…