Search Results for author: Thalea Schlender

Found 3 papers, 1 papers with code

MultiFIX: An XAI-friendly feature inducing approach to building models from multimodal data

no code implementations19 Feb 2024 Mafalda Malafaia, Thalea Schlender, Peter A. N. Bosman, Tanja Alderliesten

Furthermore, it is important to understand how each modality impacts the final prediction, especially in high-stake domains, so that these models can be used in a trustworthy and responsible manner.

Explainable artificial intelligence

Improving the efficiency of GP-GOMEA for higher-arity operators

no code implementations15 Feb 2024 Thalea Schlender, Mafalda Malafaia, Tanja Alderliesten, Peter A. N. Bosman

Experimental results show that both proposed search enhancements have a generally positive impact on the performance of GP-GOMEA, especially when the set of operators to choose from is large and contains higher-arity operators.

"Thy algorithm shalt not bear false witness": An Evaluation of Multiclass Debiasing Methods on Word Embeddings

1 code implementation30 Oct 2020 Thalea Schlender, Gerasimos Spanakis

Specifically, in the natural language processing domain, it has been shown that social biases persist in word embeddings and are thus in danger of amplifying these biases when used.

Fairness Word Embeddings

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