208 citations · 361 across the 23 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
cs.LG2016★ 9 cited
Efficient Pairwise Learning Using Kernel Ridge Regression: an Exact Two-Step Method
Michiel Stock, Tapio Pahikkala, Antti Airola +2
Pairwise learning or dyadic prediction concerns the prediction of properties for pairs of objects. It can be seen as an umbrella covering various machine learning problems such as…
stat.ML2016★ 33 cited
Fast Kronecker product kernel methods via generalized vec trick
Antti Airola, Tapio Pahikkala
Kronecker product kernel provides the standard approach in the kernel methods literature for learning from graph data, where edges are labeled and both start and end vertices have…