Search Results for author: Jaroslaw Szlichta

Found 3 papers, 1 papers with code

CREDENCE: Counterfactual Explanations for Document Ranking

no code implementations10 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.

counterfactual Document Ranking +2

Efficient Discovery of Approximate Order Dependencies

no code implementations6 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

Joint Variational Autoencoders for Recommendation with Implicit Feedback

1 code implementation17 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.

Collaborative Filtering

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