Search Results for author: Itay Eilat

Found 3 papers, 3 papers with code

Performative Recommendation: Diversifying Content via Strategic Incentives

2 code implementations8 Feb 2023 Itay Eilat, Nir Rosenfeld

The primary goal in recommendation is to suggest relevant content to users, but optimizing for accuracy often results in recommendations that lack diversity.

Re-Ranking

Strategic Classification with Graph Neural Networks

1 code implementation31 May 2022 Itay Eilat, Ben Finkelshtein, Chaim Baskin, Nir Rosenfeld

Strategic classification studies learning in settings where users can modify their features to obtain favorable predictions.

Classification

Strategic Classification in the Dark

1 code implementation23 Feb 2021 Ganesh Ghalme, Vineet Nair, Itay Eilat, Inbal Talgam-Cohen, Nir Rosenfeld

Strategic classification studies the interaction between a classification rule and the strategic agents it governs.

Classification General Classification

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