Federico Tomasi
Federico Tomasi
Spotify Research
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Cited by
Cited by
Contextual and sequential user embeddings for large-scale music recommendation
C Hansen, C Hansen, L Maystre, R Mehrotra, B Brost, F Tomasi, ...
Proceedings of the 14th ACM Conference on Recommender Systems, 53-62, 2020
Latent variable time-varying network inference
F Tomasi, V Tozzo, S Salzo, A Verri
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
A telescope GWAS analysis strategy, based on SNPs-genes-pathways ensamble and on multivariate algorithms, to characterize late onset Alzheimer’s disease
M Squillario, G Abate, F Tomasi, V Tozzo, A Barla, D Uberti
Scientific reports 10 (1), 12063, 2020
Stochastic Variational Inference for Dynamic Correlated Topic Models
F Tomasi, P Ravichandran, G Levy-Fix, M Lalmas, Z Dai
Multi-Task Learning of Graph-based Inductive Representations of Music Content.
A Saravanou, F Tomasi, R Mehrotra, M Lalmas
ISMIR, 602-609, 2021
Temporal pattern detection in time-varying graphical models
F Tomasi, V Tozzo, A Barla
2020 25th International Conference on Pattern Recognition (ICPR), 4481-4488, 2021
Query understanding for surfacing under-served music content
F Tomasi, R Mehrotra, A Pappu, J Bütepage, B Brost, H Galvão, M Lalmas
Proceedings of the 29th ACM International Conference on Information …, 2020
PALLADIO: a parallel framework for robust variable selection in high-dimensional data
M Barbieri, S Fiorini, F Tomasi, A Barla
2016 6th Workshop on Python for High-Performance and Scientific Computing …, 2016
Forward-backward splitting for time-varying graphical models
F Tomasi, V Tozzo, A Verri, S Salzo
International Conference on Probabilistic Graphical Models, 475-486, 2018
Automatic Music Playlist Generation via Simulation-based Reinforcement Learning
F Tomasi, J Cauteruccio, S Kanoria, K Ciosek, M Rinaldi, Z Dai
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
Dynamic correlated topic model
PC Ravichandran, M Lalmas-roelleke, F Tomasi, Z Dai, G Levy-Fix
US Patent 11,727,221, 2023
Efficient inference for dynamic topic modeling with large vocabularies
F Tomasi, M Lalmas, Z Dai
Uncertainty in Artificial Intelligence, 1950-1959, 2022
Dynamic word correlated topic machine learning model
F Tomasi, Z Dai, M Lalmas-roelleke
US Patent App. 17/526,845, 2022
Adenine: A HPC-Oriented Tool for Biological Data Exploration
S Fiorini, F Tomasi, M Squillario, A Barla
Computational Intelligence Methods for Bioinformatics and Biostatistics …, 2019
Group induced graphical lasso allows for discovery of molecular pathways-pathways interactions
V Tozzo, F Tomasi, M Squillario, A Barla
arXiv preprint arXiv:1811.09673, 2018
A 3-fold kernel approach for characterizing Late Onset Alzheimer’s Disease
M Squillario, F Tomasi, V Tozzo, A Barla, D Uberti, ...
bioRxiv, 397760, 2018
Multi-task multiple kernel learning reveals relevant frequency bands for critical areas localization in focal epilepsy
V D’Amario, F Tomasi, V Tozzo, G Arnulfo, A Barla, L Nobili
In-context Exploration-Exploitation for Reinforcement Learning
Z Dai, F Tomasi, S Ghiassian
arXiv preprint arXiv:2403.06826, 2024
Reinforcement learning for diverse content generation
Z Dai, J Cauteruccio, F Tomasi, MB Ayed
US Patent App. 17/851,426, 2023
Query understanding methods and systems
F Tomasi, R Mehrotra, BCP Brost, AK Pappu, HFV Galvão, ...
US Patent 11,782,988, 2023
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