Carousel Personalization in Music Streaming Apps with Contextual Bandits

14 September 2020

Papers citing "Carousel Personalization in Music Streaming Apps with Contextual Bandits"

25 / 25 papers shown

Title
RecGaze: The First Eye Tracking and User Interaction Dataset for Carousel Interfaces Santiago de Leon-Martinez Jingwei Kang Robert Moro Maarten de Rijke B. Kveton Harrie Oosterhuis M. Bieliková 35 0 0 29 Apr 2025
Counterfactual Inference under Thompson Sampling Olivier Jeunen OffRL LRM 35 0 0 03 Apr 2025
Clustering Context in Off-Policy Evaluation Daniel Guzman-Olivares Philipp Schmidt Jacek Golebiowski Artur Bekasov CML OffRL 44 0 0 28 Feb 2025
Optimal Baseline Corrections for Off-Policy Contextual Bandits Shashank Gupta Olivier Jeunen Harrie Oosterhuis Maarten de Rijke 31 7 0 09 May 2024
Multi-Objective Recommendation via Multivariate Policy Learning Olivier Jeunen Jatin Mandav Ivan Potapov Nakul Agarwal Sourabh Vaid Wenzhe Shi Aleksei Ustimenko OffRL 16 3 0 03 May 2024
Let's Get It Started: Fostering the Discoverability of New Releases on Deezer Léa Briand Théo Bontempelli Walid Bendada M. Morlon François Rigaud Benjamin Chapus Thomas Bouabça Guillaume Salha-Galvan 18 4 0 05 Jan 2024
Bandit Learning to Rank with Position-Based Click Models: Personalized and Equal Treatments Tianchen Zhou Jia-Wei Liu Yang Jiao Chaosheng Dong Yetian Chen Yan Gao Yi Sun OffRL 17 4 0 08 Nov 2023
Efficient and Interpretable Bandit Algorithms Subhojyoti Mukherjee Ruihao Zhu B. Kveton FAtt 21 2 0 23 Oct 2023
Diversify and Conquer: Bandits and Diversity for an Enhanced E-commerce Homepage Experience Sangeet Jaiswal Korah T Malayil Saif Jawaid Sreekanth Vempati 21 0 0 25 Sep 2023
On (Normalised) Discounted Cumulative Gain as an Off-Policy Evaluation Metric for Top- $n$ Recommendation Olivier Jeunen Ivan Potapov Aleksei Ustimenko ELM OffRL 27 11 0 27 Jul 2023
Track Mix Generation on Music Streaming Services using Transformers Walid Bendada Théo Bontempelli M. Morlon Benjamin Chapus Thibault Cador Thomas Bouabça Guillaume Salha-Galvan 30 8 0 06 Jul 2023
Understanding User Behavior in Carousel Recommendation Systems for Click Modeling and Learning to Rank Santiago de Leon-Martinez CML LRM 18 2 0 04 Jul 2023
A Scalable Framework for Automatic Playlist Continuation on Music Streaming Services Walid Bendada Guillaume Salha-Galvan Thomas Bouabça Tristan Cazenave 13 8 0 12 Apr 2023
Practical Bandits: An Industry Perspective Bram van den Akker Olivier Jeunen Ying Li Ben London Zahra Nazari Devesh Parekh 21 5 0 02 Feb 2023
Bounded (O(1)) Regret Recommendation Learning via Synthetic Controls Oracle Hyunwook Kang P. R. Kumar OffRL 25 1 0 29 Jan 2023
Off-policy evaluation for learning-to-rank via interpolating the item-position model and the position-based model Alexander K. Buchholz Ben London Giuseppe Di Benedetto Thorsten Joachims OffRL 16 2 0 15 Oct 2022
From Ranked Lists to Carousels: A Carousel Click Model Behnam Rahdari B. Kveton Peter Brusilovsky CML LRM 21 4 0 27 Sep 2022
Offline Evaluation of Reward-Optimizing Recommender Systems: The Case of Simulation Imad Aouali Amine Benhalloum Martin Bompaire Benjamin Heymann Olivier Jeunen D. Rohde Otmane Sakhi Flavian Vasile OffRL 11 2 0 18 Sep 2022
Flow Moods: Recommending Music by Moods on Deezer Théo Bontempelli Benjamin Chapus François Rigaud M. Morlon Marin Lorant Guillaume Salha-Galvan 19 16 0 15 Jul 2022
Explainability in Music Recommender Systems Darius Afchar Alessandro B. Melchiorre Markus Schedl Romain Hennequin Elena V. Epure Manuel Moussallam 21 48 0 25 Jan 2022
Page-level Optimization of e-Commerce Item Recommendations Chieh Lo Hongliang Yu Xin Yin Krutika Shetty Changchen He Kathy Hu Justin Platz Adam Ilardi S. Madhvanath 11 10 0 12 Aug 2021
Cold Start Similar Artists Ranking with Gravity-Inspired Graph Autoencoders Guillaume Salha-Galvan Romain Hennequin Benjamin Chapus Viet-Anh Tran Michalis Vazirgiannis 19 20 0 02 Aug 2021
A Semi-Personalized System for User Cold Start Recommendation on Music Streaming Apps Léa Briand Guillaume Salha-Galvan Walid Bendada M. Morlon Viet-Anh Tran 18 33 0 07 Jun 2021
Measuring the User Satisfaction in a Recommendation Interface with Multiple Carousels Nicolò Felicioni Maurizio Ferrari Dacrema Paolo Cremonesi 11 5 0 14 May 2021
A Methodology for the Offline Evaluation of Recommender Systems in a User Interface with Multiple Carousels Nicolò Felicioni Maurizio Ferrari Dacrema Paolo Cremonesi 16 18 0 13 May 2021