Learning with Exposure Constraints in Recommendation Systems

2 February 2023

Papers citing "Learning with Exposure Constraints in Recommendation Systems"

8 / 8 papers shown

Title
Modeling Content Creator Incentives on Algorithm-Curated Platforms Jiri Hron K. Krauth Michael I. Jordan Niki Kilbertus Sarah Dean 64 40 0 27 Jun 2022
Exploration, Exploitation, and Engagement in Multi-Armed Bandits with Abandonment Zixi Yang Xin Liu Lei Ying 46 7 0 26 May 2022
Efficient Algorithms for Planning with Participation Constraints Hanrui Zhang Yu Cheng Vincent Conitzer 117 5 0 16 May 2022
Towards Fair Recommendation in Two-Sided Platforms Arpita Biswas Gourab K. Patro Niloy Ganguly Krishna P. Gummadi Abhijnan Chakraborty FaML 25 34 0 26 Dec 2021
Fair Algorithms for Multi-Agent Multi-Armed Bandits Safwan Hossain Evi Micha Nisarg Shah FaML 38 48 0 13 Jul 2020
The Price of Incentivizing Exploration: A Characterization via Thompson Sampling and Sample Complexity Mark Sellke Aleksandrs Slivkins 109 35 0 03 Feb 2020
Rotting Bandits Nir Levine K. Crammer Shie Mannor 54 102 0 23 Feb 2017
Linear Regression from Strategic Data Sources Nicolas Gast Stratis Ioannidis Patrick Loiseau Benjamin Roussillon 114 21 0 30 Sep 2013