Cascading Bandits for Large-Scale Recommendation Problems

17 March 2016

Papers citing "Cascading Bandits for Large-Scale Recommendation Problems"

23 / 23 papers shown

Title
Bayesian Off-Policy Evaluation and Learning for Large Action Spaces Imad Aouali Victor-Emmanuel Brunel David Rohde Anna Korba OffRL 41 5 0 22 Feb 2024
Misalignment, Learning, and Ranking: Harnessing Users Limited Attention Arpit Agarwal Rad Niazadeh Prathamesh Patil 34 0 0 21 Feb 2024
Cascading Reinforcement Learning Yihan Du R. Srikant Wei Chen 19 0 0 17 Jan 2024
Adversarial Attacks on Online Learning to Rank with Stochastic Click Models Zichen Wang R. Balasubramanian Hui Yuan Chenyu Song Mengdi Wang Huazheng Wang AAML 37 2 0 30 May 2023
Exploration of Unranked Items in Safe Online Learning to Re-Rank Hiroaki Shiino Kaito Ariu Kenshi Abe Togashi Riku OnRL 22 0 0 02 May 2023
Multiplier Bootstrap-based Exploration Runzhe Wan Haoyu Wei Branislav Kveton R. Song 21 3 0 03 Feb 2023
Product Ranking for Revenue Maximization with Multiple Purchases Renzhe Xu Xingxuan Zhang Yangqiu Song Yafeng Zhang Xiaolong Chen Peng Cui 13 2 0 15 Oct 2022
UniRank: Unimodal Bandit Algorithm for Online Ranking Camille-Sovanneary Gauthier Romaric Gaudel Elisa Fromont 26 2 0 02 Aug 2022
Towards Scalable and Robust Structured Bandits: A Meta-Learning Framework Runzhe Wan Linjuan Ge Rui Song 18 13 0 26 Feb 2022
Deep Hierarchy in Bandits Joey Hong Branislav Kveton S. Katariya Manzil Zaheer Mohammad Ghavamzadeh 33 20 0 03 Feb 2022
Online Learning of Independent Cascade Models with Node-level Feedback Shuoguang Yang Van-Anh Truong 23 2 0 06 Sep 2021
Cascading Bandit under Differential Privacy Kun Wang Jing Dong Baoxiang Wang Shuai Li Shuo Shao 27 1 0 24 May 2021
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 138 273 0 23 Jan 2021
Carousel Personalization in Music Streaming Apps with Contextual Bandits Walid Bendada Guillaume Salha-Galvan Théo Bontempelli 29 56 0 14 Sep 2020
Bounded Regret for Finitely Parameterized Multi-Armed Bandits Kishan Panaganti D. Kalathil 18 1 0 03 Mar 2020
Best Arm Identification for Cascading Bandits in the Fixed Confidence Setting Zixin Zhong Wang Chi Cheung Vincent Y. F. Tan 37 8 0 23 Jan 2020
BubbleRank: Safe Online Learning to Re-Rank via Implicit Click Feedback Chang Li Branislav Kveton Tor Lattimore Ilya Markov Maarten de Rijke Csaba Szepesvári M. Zoghi OffRL 21 11 0 15 Jun 2018
Reinforcement Learning to Rank in E-Commerce Search Engine: Formalization, Analysis, and Application Yujing Hu Qing Da Anxiang Zeng Yang Yu Yinghui Xu 22 179 0 02 Mar 2018
Combinatorial Semi-Bandits with Knapsacks Karthik Abinav Sankararaman Aleksandrs Slivkins 33 48 0 23 May 2017
Bernoulli Rank- $1$ Bandits for Click Feedback S. Katariya Branislav Kveton Csaba Szepesvári Claire Vernade Zheng Wen 25 85 0 19 Mar 2017
Online Learning to Rank in Stochastic Click Models M. Zoghi Tomás Tunys Mohammad Ghavamzadeh Branislav Kveton Csaba Szepesvári Zheng Wen CML 19 107 0 07 Mar 2017
DCM Bandits: Learning to Rank with Multiple Clicks S. Katariya Branislav Kveton Csaba Szepesvári Zheng Wen 24 96 0 09 Feb 2016
Matroid Bandits: Fast Combinatorial Optimization with Learning Branislav Kveton Zheng Wen Azin Ashkan Hoda Eydgahi Brian Eriksson 46 119 0 20 Mar 2014