Jun 27, 2022 · We proffer use of creator behavior models, like exposure games, for an (ex-ante) pre-deployment audit. Such an audit can identify misalignment ...

Feb 1, 2023 · This paper study how technical changes in recommendation algorithms - giving exposure of a group of producers' products to a group of users - ...

We propose a novel incentive-based behavior model called an exposure game, where producers compete for a finite user attention pool by crafting content ranked ...

We proffer use of creator behavior models like ours for an (ex-ante) pre-deployment audit. Such an audit can identify misalignment between desirable and ...

Jul 6, 2023 · We study how algorithms affect exposure- maximizing content creators. We propose a novel incentive-based behavior model called an exposure game ...

May 31, 2023 · In this paper, we formalize exposure games, a model of the incentives induced by recommender systems. We prove that seemingly innocuous ...

Jun 27, 2022 · We proffer use of creator behavior models, like exposure games, for an (ex-ante) pre-deployment audit. Such an audit can identify misalignment ...

Modeling content creator incentives on algorithm-curated platforms. J Hron*, K Krauth*, MI Jordan, N Kilbertus, S Dean. ICLR 2023, 2023. 26, 2023. On component ...

Aug 14, 2023 · Modeling Content Creator Incentives on Algorithm-Curated Platforms | Montreal AI Ethics Institute. https://montrealethics.ai · 5 · Like Comment.