219 citations · 1.3k across the 47 of their papers we have counts for
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stat.ML2013★ 5 cited
Regularization in Relevance Learning Vector Quantization Using l one Norms
Martin Riedel, Marika Kästner, Fabrice Rossi +1
We propose in this contribution a method for l one regularization in prototype based relevance learning vector quantization (LVQ) for sparse relevance profiles. Sparse relevance pr…
stat.ML2013★ 39 cited
A bag-of-paths framework for network data analysis
Kevin Françoisse, Ilkka Kivimäki, Amin Mantrach +2
This work develops a generic framework, called the bag-of-paths (BoP), for link and network data analysis. The central idea is to assign a probability distribution on the set of al…