Publications

Nov 29, 2024|SIAM Journal on Mathematics of Data Science
Topological Fingerprints for Audio Identification
Wojciech Reise, Ximena Fernández, Maria Dominguez, Heather A. Harrington, Mariano Beguerisse-Díaz
Jun 5, 2024|ICWSM
Socially-Motivated Music Recommendation
Ben Lacker, Samuel Way
May 15, 2024|Yijun Tian, Maryam Aziz, Alice Wang, Enrico Palumbo and Hugues Bouchard
Structural Podcast Content Modeling with Generalizability
Yijun Tian, Maryam Aziz, Alice Wang, Enrico Palumbo and Hugues Bouchard
May 9, 2024|The Web Conference
Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks
Marco De Nadai, Francesco Fabbri, Paul Gigioli, Alice Wang, Ang Li, Fabrizio Silvestri, Laura Kim, Shawn Lin, Vladan Radosavljevic, Sandeep Ghael, David Nyhan, Hugues Bouchard, Mounia Lalmas-Roelleke, Andreas Damianou
May 9, 2024|The Web Conference (GFM workshop)
Towards Graph Foundation Models for Personalization
Andreas Damianou, Francesco Fabbri, Paul Gigioli, Marco De Nadai, Alice Wang, Enrico Palumbo, Mounia Lalmas
May 1, 2024|WEBSCI
Exploring Local Music's Place in Global Streaming
Samuel Way, Dominika Mazur, Rebecca Kupferman, Megan Walsh, Angelina Tizé and Ben Lacker
Apr 30, 2024|WEBSCI
A Genre-Based Analysis of New Music Streaming at Scale
Julie Jiang, Aditiya Ponnada, Ang Li, Ben Lacker, and Samuel F Way
Apr 29, 2024|The Web Conference
Long-term off-policy evaluation and learning
Yuta Saito, Himan Abdollahpouri, Jesse Anderton, Ben Carterette, Mounia Lalmas
Nov 20, 2023|ACM TORS
Unbiased Identification of Broadly Appealing Content Using a Pure Exploration Infinitely-Armed Bandit Strategy
Maryam Aziz, Jesse Anderton, Kevin Jamieson, Alice Wang, Hugues Bouchard, Javed Aslam
Oct 23, 2023|CIKM
Exploiting Sequential Music Preferences via Optimisation-Based Sequencing
Dmitrii Moor, Yi Yuan, Rishabh Mehrotra, Zhenwen Dai, Mounia Lalmas
Oct 23, 2023|CIKM
Graph Learning for Exploratory Query Suggestions in an Instant Search System
Enrico Palumbo, Andreas Damianou, Alice Wang, Alva Liu, Ghazal Fazelnia, Francesco Fabbri, Rui Ferreira, Fabrizio Silvestri, Hugues Bouchard, Claudia Hauff, Mounia Lalmas, Ben Carterette, Praveen Chandar, David Nyhan
Sep 20, 2023|CLEF
Cem Mil Podcasts: A Spoken Portuguese Document Corpus For Multi-modal, Multi-lingual and Multi-Dialect Information Access Research
Ekaterina Garmash, Edgar Tanaka, Ann Clifton, Joana Correia, Sharmistha Jat, Winstead Zhu, Rosie Jones, Jussi Karlgren
Sep 15, 2023|RecSys
Accelerating Creator Audience Building through Centralized Exploration
Buket Baran, Guilherme Dinis Junior, Antonina Danylenko, Olayinka S. Folorunso, Gösta Forsum, Maksym Lefarov, Lucas Maystre, Yu Zhao
Jul 24, 2023|SIGIR
Hear Me Out: A Study on the Use of the Voice Modality for Crowdsourced Relevance Assessments
Nirmal Roy, Agathe Balayn, David Maxwell, Claudia Hauff.
Jul 24, 2023|SIGIR
When the Music Stops: Tip-of-the-Tongue Retrieval for Music
Samarth Bhargav, Anne Schuth, Claudia Hauff
Jul 23, 2023|SIGIR Industry
Bootstrapping Query Suggestions in Spotify's Instant Search System
Alva Liu, Humberto Corona Pampin, Enrico Palumbo
Jul 23, 2023|KDD
Impatient Bandits: Optimizing for the Long-Term Without Delay
Thomas McDonald, Lucas Maystre, Mounia Lalmas, Daniel Russo, Kamil Ciosek
Jul 19, 2023|KDD
Automatic Music Playlist Generation via Simulation-based Reinforcement Learning
Federico Tomasi, Joseph Cauteruccio, Surya Kanoria, Kamil Ciosek, Matteo Rinaldi, Zhenwen Dai
May 3, 2023|TheWebConf
Improving Content Retrievability in Search with Controllable Query Generation
Gustavo Penha, Enrico Palumbo, Maryam Aziz, Alice Wang, and Hugues Bouchard
Mar 23, 2023|Frontier on Big Data: Recommender Systems
A Survey on Multi-objective Recommender Systems
Dietmar Jannach and Himan Abdollahpouri

Explore our publications and scientific contributions

Topological Fingerprints for Audio Identification

Socially-Motivated Music Recommendation

Structural Podcast Content Modeling with Generalizability

Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks

Towards Graph Foundation Models for Personalization

Exploring Local Music's Place in Global Streaming

A Genre-Based Analysis of New Music Streaming at Scale

Long-term off-policy evaluation and learning

Unbiased Identification of Broadly Appealing Content Using a Pure Exploration Infinitely-Armed Bandit Strategy

Exploiting Sequential Music Preferences via Optimisation-Based Sequencing

Graph Learning for Exploratory Query Suggestions in an Instant Search System

Cem Mil Podcasts: A Spoken Portuguese Document Corpus For Multi-modal, Multi-lingual and Multi-Dialect Information Access Research

Accelerating Creator Audience Building through Centralized Exploration

Hear Me Out: A Study on the Use of the Voice Modality for Crowdsourced Relevance Assessments

When the Music Stops: Tip-of-the-Tongue Retrieval for Music

Bootstrapping Query Suggestions in Spotify's Instant Search System

Impatient Bandits: Optimizing for the Long-Term Without Delay

Automatic Music Playlist Generation via Simulation-based Reinforcement Learning

Improving Content Retrievability in Search with Controllable Query Generation

A Survey on Multi-objective Recommender Systems