no code implementations • 16 Mar 2023 • Greta Warren, Mark T. Keane, Christophe Gueret, Eoin Delaney
Counterfactual explanations are an increasingly popular form of post hoc explanation due to their (i) applicability across problem domains, (ii) proposed legal compliance (e. g., with GDPR), and (iii) reliance on the contrastive nature of human explanation.
no code implementations • 25 Jun 2020 • Severin Gsponer, Luca Costabello, Chan Le Van, Sumit Pai, Christophe Gueret, Georgiana Ifrim, Freddy Lecue
Sequence classification is the supervised learning task of building models that predict class labels of unseen sequences of symbols.