Marta Moscati

27 papers A* 1A 8C 1Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive Autoguidance for Item-Side Fairness in Diffusion Recommender Systems.
CoRR
Zihan Li, Gustavo Escobedo, Marta Moscati, Oleg Lesota, Markus Schedl
2026 J jnl
Face-Voice Association with Inductive Bias for Maximum Class Separation.
CoRR
Marta Moscati, Oleksandr Kats, Mubashir Noman, Muhammad Zaigham Zaheer, Yufang Hou, Markus Schedl, Shah Nawaz
2026 J jnl
POLY-SIM: Polyglot Speaker Identification with Missing Modality Grand Challenge 2026 Evaluation Plan.
CoRR
Marta Moscati, Muhammad Saad Saeed, Marina Zanoni, Mubashir Noman, Rohan Kumar Das, Monorama Swain, Yufang Hou, Elisabeth Andre, Khalid Mahmood Malik, Markus Schedl, Shah Nawaz
2025 J jnl
Face-voice Association in Multilingual Environments (FAME) 2026 Challenge Evaluation Plan.
CoRR
Marta Moscati, Ahmed Abdullah, Muhammad Saad Saeed, Shah Nawaz, Rohan Kumar Das, Muhammad Zaigham Zaheer, Junaid Mir, Muhammad Haroon Yousaf, Khalid Malik, Markus Schedl
2025 A conf
Familiarizing with Music: Discovery Patterns for Different Music Discovery Needs.
UMAP
Marta Moscati, Darius Afchar, Markus Schedl, Bruno Sguerra
2025 J jnl
Familiarizing with Music: Discovery Patterns for Different Music Discovery Needs.
CoRR
Marta Moscati, Darius Afchar, Markus Schedl, Bruno Sguerra
2025 J jnl
Linking Faces and Voices Across Languages: Insights from the FAME 2026 Challenge.
CoRR
Marta Moscati, Ahmed Abdullah, Muhammad Saad Saeed, Shah Nawaz, Rohan Kumar Das, Muhammad Zaigham Zaheer, Junaid Mir, Muhammad Haroon Yousaf, Khalid Mahmood Malik, Markus Schedl
2025 C conf
Music4All A+A: A Multimodal Dataset for Music Information Retrieval Tasks.
CBMI
Jonas Geiger, Marta Moscati, Shah Nawaz, Markus Schedl
2025 J jnl
Music4All A+A: A Multimodal Dataset for Music Information Retrieval Tasks.
CoRR
Jonas Geiger, Marta Moscati, Shah Nawaz, Markus Schedl
2025 J jnl
Nuanced Music Emotion Recognition via a Semi-Supervised Multi-Relational Graph Neural Network.
Trans. Int. Soc. Music. Inf. Retr.
Andreas Peintner, Marta Moscati, Yu Kinoshita, Richard Vogl, Peter Knees, Markus Schedl, Hannah Strauß, Marcel Zentner, Eva Zangerle
2025 A conf
Parameter-Efficient Single Collaborative Branch for Recommendation.
RecSys
Marta Moscati, Shah Nawaz, Markus Schedl
2025 J jnl
Parameter-Efficient Single Collaborative Branch for Recommendation.
CoRR
Marta Moscati, Shah Nawaz, Markus Schedl
2025 — conf
Single-Branch Architectures for Recommendation.
DaQuaMRec@RecSys
Marta Moscati
2025 J jnl
Single-Branch Network Architectures to Close the Modality Gap in Multimodal Recommendation.
CoRR
Christian Ganhör, Marta Moscati, Anna Hausberger, Shah Nawaz, Markus Schedl
2025 J jnl
Unsupervised Graph Embeddings for Session-based Recommendation with Item Features.
CoRR
Andreas Peintner, Marta Moscati, Emilia Parada-Cabaleiro, Markus Schedl, Eva Zangerle
2024 A conf
A Multimodal Single-Branch Embedding Network for Recommendation in Cold-Start and Missing Modality Scenarios.
RecSys
Christian Ganhör, Marta Moscati, Anna Hausberger, Shah Nawaz, Markus Schedl
2024 J jnl
A Multimodal Single-Branch Embedding Network for Recommendation in Cold-Start and Missing Modality Scenarios.
CoRR
Christian Ganhör, Marta Moscati, Anna Hausberger, Shah Nawaz, Markus Schedl
2024 A* conf
A Synopsis of FAME 2024 Challenge: Associating Faces with Voices in Multilingual Environments.
ACM Multimedia
Muhammad Saad Saeed, Shah Nawaz, Marta Moscati, Rohan Kumar Das, Muhammad Salman Tahir, Muhammad Zaigham Zaheer, Muhammad Irzam Liaqat, Muhammad Haris Khan, Karthik Nandakumar, Muhammad Haroon Yousaf, Markus Schedl
2024 A conf
Emotion-Based Music Recommendation from Quality Annotations and Large-Scale User-Generated Tags.
UMAP
Marta Moscati, Hannah Strauß, Peer-Ole Jacobsen, Andreas Peintner, Eva Zangerle, Marcel Zentner, Markus Schedl
2024 J jnl
Face-voice Association in Multilingual Environments (FAME) Challenge 2024 Evaluation Plan.
CoRR
Muhammad Saad Saeed, Shah Nawaz, Muhammad Salman Tahir, Rohan Kumar Das, Muhammad Zaigham Zaheer, Marta Moscati, Markus Schedl, Muhammad Haris Khan, Karthik Nandakumar, Muhammad Haroon Yousaf
2024 — conf
Making Alice Appear Like Bob: A Probabilistic Preference Obfuscation Method For Implicit Feedback Recommendation Models.
ECML/PKDD (7)
Gustavo Escobedo, Marta Moscati, Peter Muellner, Simone Kopeinik, Dominik Kowald, Elisabeth Lex, Markus Schedl
2024 J jnl
Making Alice Appear Like Bob: A Probabilistic Preference Obfuscation Method For Implicit Feedback Recommendation Models.
CoRR
Gustavo Escobedo, Marta Moscati, Peter Muellner, Simone Kopeinik, Dominik Kowald, Elisabeth Lex, Markus Schedl
2024 A conf
Multimodal Representation Learning for High-Quality Recommendations in Cold-Start and Beyond-Accuracy.
RecSys
Marta Moscati
2024 A conf
Psychology-informed Information Access Systems Workshop.
WSDM
Markus Schedl, Marta Moscati, Bruno Sguerra, Romain Hennequin, Elisabeth Lex
2023 A conf
Integrating the ACT-R Framework with Collaborative Filtering for Explainable Sequential Music Recommendation.
RecSys
Marta Moscati, Christian Wallmann, Markus Reiter-Haas, Dominik Kowald, Elisabeth Lex, Markus Schedl
2023 — conf
Multiobjective Hyperparameter Optimization of Recommender Systems.
Perspectives@RecSys
Marta Moscati, Yashar Deldjoo, Giulio Davide Carparelli, Markus Schedl
2022 A conf
Music4All-Onion - A Large-Scale Multi-faceted Content-Centric Music Recommendation Dataset.
CIKM
Marta Moscati, Emilia Parada-Cabaleiro, Yashar Deldjoo, Eva Zangerle, Markus Schedl