1 citations · 1 across the 5 of their papers we have counts for
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On the Power and Limitations of Examples for Description Logic Concepts
Balder ten Cate, Raoul Koudijs, Ana Ozaki
Labeled examples (i.e., positive and negative examples) are an attractive medium for communicating complex concepts. They are useful for deriving concept expressions (such as in co…
Extracting PAC Decision Trees from Black Box Binary Classifiers: The Gender Bias Case Study on BERT-based Language Models
Ana Ozaki, Roberto Confalonieri, Ricardo Guimarães +1
Decision trees are a popular machine learning method, known for their inherent explainability. In Explainable AI, decision trees can be used as surrogate models for complex black b…
Knowledge Base Embeddings: Semantics and Theoretical Properties
Camille Bourgaux, Ricardo Guimarães, Raoul Koudijs +2
Research on knowledge graph embeddings has recently evolved into knowledge base embeddings, where the goal is not only to map facts into vector spaces but also constrain the models…