147 citations · 158 across the 5 of their papers we have counts for
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cs.LG2017★ 1 cited
Sparse hierarchical interaction learning with epigraphical projection
Mingyuan Jiu, Nelly Pustelnik, Stefan Janaqi +3
This work focuses on learning optimization problems with quadratical interactions between variables, which go beyond the additive models of traditional linear learning. We investig…
cs.AI2017★ 147 cited
Semantic Similarity from Natural Language and Ontology Analysis
Sébastien Harispe, Sylvie Ranwez, Stefan Janaqi +1
Artificial Intelligence federates numerous scientific fields in the aim of developing machines able to assist human operators performing complex treatments -- most of which demand…