Latent Contextual Bandits and their Application to Personalized Recommendations for New Users

22 April 2016

Papers citing "Latent Contextual Bandits and their Application to Personalized Recommendations for New Users"

10 / 10 papers shown

Title
Transfer Learning in Latent Contextual Bandits with Covariate Shift Through Causal Transportability Mingwei Deng Ville Kyrki Dominik Baumann 43 0 0 27 Feb 2025
Non-Stationary Latent Auto-Regressive Bandits Anna L. Trella Walter Dempsey Asim H. Gazi Ziping Xu Finale Doshi-Velez Susan A. Murphy 26 1 0 05 Feb 2024
Adaptive Interventions with User-Defined Goals for Health Behavior Change Aishwarya Mandyam Matthew Joerke William Denton Barbara E. Engelhardt Emma Brunskill 32 1 0 16 Nov 2023
Online learning in bandits with predicted context Yongyi Guo Ziping Xu Susan Murphy 26 4 0 26 Jul 2023
Optimal Algorithms for Latent Bandits with Cluster Structure S. Pal A. Suggala Karthikeyan Shanmugam Prateek Jain 37 9 0 17 Jan 2023
Analysis of Thompson Sampling for Partially Observable Contextual Multi-Armed Bandits Yash J. Patel Mohamad Kazem Shirani Faradonbeh 8 15 0 23 Oct 2021
Carousel Personalization in Music Streaming Apps with Contextual Bandits Walid Bendada Guillaume Salha-Galvan Théo Bontempelli 29 56 0 14 Sep 2020
Deep Bayesian Bandits: Exploring in Online Personalized Recommendations Dalin Guo S. Ktena Ferenc Huszár Pranay K. Myana Wenzhe Shi Alykhan Tejani OffRL 33 39 0 03 Aug 2020
$Robust Contextual Bandit via the Capped-$\ell_{2}$ norm$ Robust Contextual Bandit via the Capped- $\ell_{2}$ norm Feiyun Zhu Xinliang Zhu Sheng Wang Jiawen Yao Junzhou Huang OffRL 27 1 0 17 Aug 2017
On Context-Dependent Clustering of Bandits Claudio Gentile Shuai Li Purushottam Kar Alexandros Karatzoglou Evans Etrue Giovanni Zappella 15 138 0 06 Aug 2016