no code implementations • 10 Feb 2023 • Joel Rorseth, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
Towards better explainability in the field of information retrieval, we present CREDENCE, an interactive tool capable of generating counterfactual explanations for document rankers.
no code implementations • 6 Jan 2021 • Reza Karegar, Parke Godfrey, Lukasz Golab, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta
Order dependencies (ODs) capture relationships between ordered domains of attributes.
Databases
1 code implementation • 17 Aug 2020 • Bahare Askari, Jaroslaw Szlichta, Amirali Salehi-Abari
We introduce joint variational autoencoders (JoVA), an ensemble of two VAEs, in which VAEs jointly learn both user and item representations and collectively reconstruct and predict user preferences.