Publications

Apr 29, 2025|2024 IEEE Spoken Language Technology Workshop (SLT)
Classification Of Spontaneous And Scripted Speech For Multilingual Audio
Shahar Elisha, Andrew McDowell, Mariano Beguerisse-Díaz, Emmanouil Benetos
Oct 22, 2024|CIKM
PODTILE: Facilitating Podcast Episode Browsing with Auto-generated Chapters
A. Ghazimatin, E. Garmash, G. Penha, K. Sheets, M. Achenbach, O. Semerci, R. Galvez, M. Tannenberg, S. Mantravadi, D. Narayanan, O. Kalaydzhyan, D. Cole, B. Carterette, A. Clifton, P. N. Bennett, C. Hauff, M. Lalmas-Roelleke
Oct 8, 2024|Journal of Online Trust & Safety
Algorithmic Impact Assessments at Scale: Practitioners’ Challenges and Needs
Amar Ashar, Karim Ginena, Maria Cipollone, Renata Barreto, Henriette Cramer
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
Apr 30, 2024|ICLR
In-context Exploration-Exploitation for Reinforcement Learning
Zhenwen Dai, Federico Tomasi, Sina Ghiassian
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
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
Aug 15, 2023|Interspeech
Lightweight and Efficient Spoken Language Identification of Long-form Audio
Winstead Zhu, Md Iftekhar Tanveer, Yang Janet Liu, Seye Ojumu, Rosie Jones
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
Jun 4, 2023|ICASSP
Contrastive Learning-based Audio to Lyrics Alignment for Multiple Languages
Simon Durand, Daniel Stoller, Sebastian Ewert
Mar 23, 2023|CLeaR - Causal Learning and Reasoning
Non-parametric identifiability and sensitivity analysis of synthetic control models
Jakob Zeitler, Athanasios Vlontzos, Ciarán Mark Gilligan-Lee
Mar 23, 2023|CLeaR - Causal Learning and Reasoning
Estimating long-term causal effects from short-term experiments and long-term observational data with unobserved confounding
Graham Van Goffrier, Lucas Maystre, Ciarán Mark Gilligan-Lee
Mar 21, 2023|Nature Machine Intelligence
Estimating categorical counterfactuals via deep twin networks
Athanasios Vlontzos, Bernhard Kainz, Ciarán M. Gilligan-Lee
Feb 21, 2023|WSDM
Calibrated Recommendations as a Minimum-Cost Flow Problem
Himan Abdollahpouri, Zahra Nazari, Alex Gain,Clay Giibson, Maria Dimakopoulou, Jesse Anderton, Benjamin Carterette, Mounia Lalmas, Tony Jebara
Nov 22, 2022|NeurIPS
Society of Agents: Regrets Bounds of Concurrent Thompson Sampling
Yan Chen, Perry Dong, Qinxun Bai, Maria Dimakopoulou, Wei Xu, Zhengyuan Zhou
Nov 18, 2022|NeurIPS
Temporally-Consistent Survival Analysis
Lucas Maystre, Daniel Russo

Explore our publications and scientific contributions

Classification Of Spontaneous And Scripted Speech For Multilingual Audio

PODTILE: Facilitating Podcast Episode Browsing with Auto-generated Chapters

Algorithmic Impact Assessments at Scale: Practitioners’ Challenges and Needs

Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks

Towards Graph Foundation Models for Personalization

In-context Exploration-Exploitation for Reinforcement Learning

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

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

Lightweight and Efficient Spoken Language Identification of Long-form Audio

Impatient Bandits: Optimizing for the Long-Term Without Delay

Automatic Music Playlist Generation via Simulation-based Reinforcement Learning

Contrastive Learning-based Audio to Lyrics Alignment for Multiple Languages

Non-parametric identifiability and sensitivity analysis of synthetic control models

Estimating long-term causal effects from short-term experiments and long-term observational data with unobserved confounding

Estimating categorical counterfactuals via deep twin networks

Calibrated Recommendations as a Minimum-Cost Flow Problem

Society of Agents: Regrets Bounds of Concurrent Thompson Sampling

Temporally-Consistent Survival Analysis