10 citations · 10 across the 2 of their papers we have counts for
3 papers
Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings
Matt Le, Stephen Roller, Laetitia Papaxanthos +2
We consider the task of inferring is-a relationships from large text corpora. For this purpose, we propose a new method combining hyperbolic embeddings and Hearst patterns. This ap…
Searching for significant patterns in stratified data
Felipe Llinares-Lopez, Laetitia Papaxanthos, Dean Bodenham +1
Significant pattern mining, the problem of finding itemsets that are significantly enriched in one class of objects, is statistically challenging, as the large space of candidate p…
Fast and Memory-Efficient Significant Pattern Mining via Permutation Testing
Felipe Llinares López, Mahito Sugiyama, Laetitia Papaxanthos +1
We present a novel algorithm, Westfall-Young light, for detecting patterns, such as itemsets and subgraphs, which are statistically significantly enriched in one of two classes. Ou…