publications | Marta Moscati

2024

A Multimodal Single-Branch Embedding Network for Recommendation in Cold-Start and Missing Modality Scenarios

Christian Ganhör*, Marta Moscati*, Anna Hausberger, Shah Nawaz, and Markus Schedl

In Proceedings of the 18th ACM Conference on Recommender Systems (RecSys), 2024

@inproceedings{ganhoer_moscati2024sibrar,
  title = {A Multimodal Single-Branch Embedding Network for Recommendation in Cold-Start and Missing Modality Scenarios},
  author = {Ganhör*, Christian and Moscati*, Marta and Hausberger, Anna and Nawaz, Shah and Schedl, Markus},
  booktitle = {Proceedings of the 18th ACM Conference on Recommender Systems (RecSys)},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3640457.3688138},
  doi = {10.1145/3640457.3688138},
  pages = {380–390},
  location = {Bari, Italy},
  year = {2024},
  key = {value}
}

Multimodal Representation Learning for high-quality Recommendations in Cold-start and Beyond-Accuracy

Marta Moscati

In Proceedings of the 18th ACM Conference on Recommender Systems (RecSys), 2024

Bib

@inproceedings{Moscati2024multimodal_rec,
  title = {Multimodal Representation Learning for high-quality Recommendations in Cold-start and Beyond-Accuracy},
  author = {Moscati, Marta},
  booktitle = {Proceedings of the 18th ACM Conference on Recommender Systems (RecSys)},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  location = {Bari, Italy},
  year = {2024},
  key = {value}
}

Making Alice Appear Like Bob: A Probabilistic Preference Obfuscation Method For Implicit Feedback Recommendation Models

Gustavo Escobedo, Marta Moscati, Peter Müllner, Simone Kopeinik, Dominik Kowald, Elisabeth Lex, and Markus Schedl

In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2024), Sep 2024

Bib

@inproceedings{Escobedo2024SBO,
  title = {Making Alice Appear Like Bob: A Probabilistic Preference Obfuscation Method For Implicit Feedback Recommendation Models},
  author = {Escobedo, Gustavo and Moscati, Marta and Müllner, Peter and Kopeinik, Simone and Kowald, Dominik and Lex, Elisabeth and Schedl, Markus},
  booktitle = {Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2024)},
  location = {Vilnius, Lithuania},
  pages = {349--365},
  month = sep,
  year = {2024},
  key = {value}
}

A Synopsis of FAME 2024 Challenge: Associating Faces with Voices in Multilingual Environments

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, and Markus Schedl

In Companion of the 32nd ACM International Conference on Multimedia (MM), Sep 2024

Bib

@inproceedings{nawaz2024fame,
  title = {A Synopsis of FAME 2024 Challenge: Associating Faces with Voices in Multilingual Environments},
  author = {Saeed*, Muhammad Saad and Nawaz*, Shah and Moscati*, Marta and Kumar Das*, Rohan and Tahir, Muhammad Salman and Zaheer, Muhammad Zaigham and Liaqat, Muhammad Irzam and Khan, Muhammad Haris and Nandakumar, Karthik and Yousaf, Muhammad Haroon and Schedl, Markus},
  booktitle = {Companion of the 32nd ACM International Conference on Multimedia (MM)},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  doi = {10.1145/3674955.3685797},
  location = {Melbourne, Australia},
  year = {2024},
  key = {value}
}

Emotion-Based Music Recommendation from Quality Annotations and Large-Scale User-Generated Tags

Marta Moscati, Hannah Strauß, Peer-Ole Jacobsen, Andreas Peintner, Eva Zangerle, Marcel Zentner, and Markus Schedl

In Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization (UMAP), Sep 2024

Bib

@inproceedings{Moscati2024emomrs,
  title = {Emotion-Based Music Recommendation from Quality Annotations and Large-Scale User-Generated Tags},
  author = {Moscati, Marta and Strauß, Hannah and Jacobsen, Peer-Ole and Peintner, Andreas and Zangerle, Eva and Zentner, Marcel and Schedl, Markus},
  booktitle = {Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization (UMAP)},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  doi = {10.1145/3627043.3659540},
  location = {Cagliari, Italy},
  year = {2024},
  key = {value}
}

2023

Integrating the ACT-R Framework with Collaborative Filtering for Explainable Sequential Music Recommendation

Marta Moscati, Christian Wallmann, Markus Reiter-Haas, Dominik Kowald, Elisabeth Lex, and Markus Schedl

In Proc. of ACM RecSys, Sep 2023

Bib

@inproceedings{Moscati2023actr_cf_music,
  title = {Integrating the ACT-R Framework with Collaborative Filtering for Explainable Sequential Music Recommendation},
  author = {Moscati, Marta and Wallmann, Christian and Reiter-Haas, Markus and Kowald, Dominik and Lex, Elisabeth and Schedl, Markus},
  booktitle = {Proc. of ACM RecSys},
  location = {Singapore},
  year = {2023},
  key = {value}
}

Multiobjective Hyperparameter Optimization of Recommender Systems

Marta Moscati, Yashar Deldjoo, Giulio Davide Carparelli, and Markus Schedl

In Proc. of Perspectives – ACM RecSys, Sep 2023

Bib

@inproceedings{Moscati2023MultiObjectiveHyperOpt,
  title = {Multiobjective Hyperparameter Optimization of Recommender Systems},
  author = {Moscati, Marta and Deldjoo, Yashar and Carparelli, Giulio Davide and Schedl, Markus},
  booktitle = {Proc. of Perspectives -- ACM RecSys},
  location = {Singapore},
  year = {2023},
  key = {value}
}

2022

Music4All-Onion – A Large-Scale Multi-Faceted Content-Centric Music Recommendation Dataset

Marta Moscati, Emilia Parada-Cabaleiro, Yashar Deldjoo, Eva Zangerle, and Markus Schedl

In Proc. of CIKM, Sep 2022

Bib

@inproceedings{onion,
  author = {Moscati, Marta and Parada-Cabaleiro, Emilia and Deldjoo, Yashar and Zangerle, Eva and Schedl, Markus},
  title = {Music4All-Onion -- A Large-Scale Multi-Faceted Content-Centric Music Recommendation Dataset},
  year = {2022},
  booktitle = {Proc. of CIKM},
  pages = {4339–4343},
  numpages = {5},
  key = {value}
}

Unsupervised Graph Embeddings for Session-based Recommendation with Item Features

Andreas Peintner, Marta Moscati, Emilia Parada-Cabaleiro, Markus Schedl, and Eva Zangerle

In Proc. of CARS – ACM RecSys, Sep 2022

Bib

@inproceedings{peintner:cars:2022,
  author = {Peintner, Andreas and Moscati, Marta and Parada-Cabaleiro, Emilia and Schedl, Markus and Zangerle, Eva},
  booktitle = {Proc. of CARS -- ACM RecSys},
  title = {Unsupervised Graph Embeddings for Session-based Recommendation with Item Features},
  year = {2022},
  key = {value}
}

2019

Lepton Flavour Non-Universality - From Effective Field Theory to Extended Gauge Models

Marta Moscati

KIT, Karlsruhe, Sep 2019

Bib

@phdthesis{Moscati:2019esr,
  author = {Moscati, Marta},
  title = {{Lepton Flavour Non-Universality - From Effective Field Theory to Extended Gauge Models}},
  school = {KIT, Karlsruhe},
  year = {2019},
  key = {value}
}

New Physics in b→cτν: Impact of Polarisation Observables and B_c→τν

Marta Moscati

In Proc. of FPCP, Sep 2019

Bib

@inproceedings{Moscati:2019unl,
  author = {Moscati, Marta},
  title = {{New Physics in b{\rightarrow}c\tau\nu: Impact of Polarisation Observables and  B<sub>c</sub>{\rightarrow}\tau\nu~}},
  booktitle = {{Proc. of FPCP}},
  year = {2019},
  key = {value}
}

Interplay of R_D^(*) and Zll in the Scalar Leptoquark Scenario

Marta Moscati, Monika Blanke, and Ulrich Nierste

Springer Proc. Phys., Sep 2019

Bib

@article{Blanke:2019aao,
  author = {Moscati, Marta and Blanke, Monika and Nierste, Ulrich},
  title = {{Interplay of {R<sub>{D<sup>{(*)}}</sup>}</sub> and $Zll$ in the Scalar Leptoquark Scenario}},
  journal = {Springer Proc. Phys.},
  volume = {234},
  pages = {431--437},
  year = {2019},
  key = {value}
}

Addendum to “Impact of polarization observables and B_c→τν on new physics explanations of the b→cτν anomaly”

Marta Moscati, Monika Blanke, Andreas Crivellin, Teppei Kitahara, Ulrich Nierste, and Ivan Nišandžić

Phys. Rev. D, Sep 2019

Bib

@article{Blanke:2019qrx,
  author = {Moscati, Marta and Blanke, Monika and Crivellin, Andreas and Kitahara, Teppei and Nierste, Ulrich and Ni\v{s}and\v{z}i\'c, Ivan},
  title = {{Addendum to \textquotedblleft{}Impact of polarization observables and  B<sub>c</sub>{\rightarrow}\tau\nu~ on new physics explanations of the b{\rightarrow}c\tau\nu~ anomaly''}},
  journal = {Phys. Rev. D},
  volume = {100},
  number = {10},
  pages = {035035},
  year = {2019},
  key = {value}
}

Impact of polarization observables and B_c→τν on new physics explanations of the b→cτν anomaly

Marta Moscati, Monika Blanke, Andreas Crivellin, Stefan Boer, Teppei Kitahara, Ulrich Nierste, and Ivan Nišandžić

Phys. Rev. D, Sep 2019

Bib

@article{Blanke:2018yud,
  author = {Moscati, Marta and Blanke, Monika and Crivellin, Andreas and de Boer, Stefan and Kitahara, Teppei and Nierste, Ulrich and Ni\v{s}and\v{z}i\'c, Ivan},
  title = {{Impact of polarization observables and B<sub>c</sub>{\rightarrow}\tau\nu~on new physics explanations of the b{\rightarrow}c\tau\nu~ anomaly}},
  journal = {Phys. Rev. D},
  volume = {99},
  number = {7},
  pages = {075006},
  year = {2019},
  key = {value}
}

2018

Nonminimal 331 model for lepton flavor universality violation in b→sll decays

Marta Moscati, Sébastien Descotes-Genon, and Giulia Ricciardi

Phys. Rev. D, Sep 2018

Bib

@article{Descotes-Genon:2017ptp,
  author = {Moscati, Marta and Descotes-Genon, S\'ebastien and Ricciardi, Giulia},
  title = {{Nonminimal 331 model for lepton flavor universality violation in $b{\rightarrow}sll$ decays}},
  journal = {Phys. Rev. D},
  volume = {98},
  number = {11},
  pages = {115030},
  year = {2018},
  key = {value}
}