Federico Tomasi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

Variational Inference

Music Recommendation

Kernel Learning

Top Venues

Publications

Zhenwen Dai, Federico Tomasi, Sina Ghiassian
In-context Exploration-Exploitation for Reinforcement Learning. CoRR (2024)
Zhenwen Dai, Federico Tomasi, Sina Ghiassian
In-context Exploration-Exploitation for Reinforcement Learning. ICLR (2024)
Federico Tomasi, Joseph Cauteruccio, Surya Kanoria, Kamil Ciosek, Matteo Rinaldi, Zhenwen Dai
Automatic Music Playlist Generation via Simulation-based Reinforcement Learning. KDD (2023)
Federico Tomasi, Joseph Cauteruccio, Surya Kanoria, Kamil Ciosek, Matteo Rinaldi, Zhenwen Dai
Automatic Music Playlist Generation via Simulation-based Reinforcement Learning. CoRR (2023)
Federico Tomasi, Mounia Lalmas, Zhenwen Dai
Efficient inference for dynamic topic modeling with large vocabularies. UAI (2022)
Antonia Saravanou, Federico Tomasi, Rishabh Mehrotra, Mounia Lalmas
Multi-Task Learning of Graph-based Inductive Representations of Music Content. ISMIR (2021)
Erik Bodin, Federico Tomasi, Zhenwen Dai
Making Differentiable Architecture Search less local. CoRR (2021)
Federico Tomasi, Veronica Tozzo, Annalisa Barla
Temporal Pattern Detection in Time-Varying Graphical Models. ICPR (2020)
Federico Tomasi, Rishabh Mehrotra, Aasish Pappu, Judith Bütepage, Brian Brost, Hugo Galvão, Mounia Lalmas
Query Understanding for Surfacing Under-served Music Content. CIKM (2020)
Federico Tomasi, Praveen Chandar, Gal Levy-Fix, Mounia Lalmas-Roelleke, Zhenwen Dai
Stochastic Variational Inference for Dynamic Correlated Topic Models. UAI (2020)
Casper Hansen, Christian Hansen, Lucas Maystre, Rishabh Mehrotra, Brian Brost, Federico Tomasi, Mounia Lalmas
Contextual and Sequential User Embeddings for Large-Scale Music Recommendation. RecSys (2020)
Federico Tomasi, Veronica Tozzo, Saverio Salzo, Alessandro Verri
Latent Variable Time-varying Network Inference. KDD (2018)
Federico Tomasi, Veronica Tozzo, Saverio Salzo, Alessandro Verri
Latent variable time-varying network inference. CoRR (2018)
Veronica Tozzo, Federico Tomasi, Margherita Squillario, Annalisa Barla
Group induced graphical lasso allows for discovery of molecular pathways-pathways interactions. CoRR (2018)
Federico Tomasi, Veronica Tozzo, Alessandro Verri, Saverio Salzo
Forward-Backward Splitting for Time-Varying Graphical Models. PGM (2018)
Vanessa D'Amario, Federico Tomasi, Veronica Tozzo, Gabriele Arnulfo, Annalisa Barla, Lino Nobili
Multi-task multiple kernel learning reveals relevant frequency bands for critical areas localization in focal epilepsy. MLHC (2018)
Samuele Fiorini, Federico Tomasi, Margherita Squillario, Annalisa Barla
Adenine: A HPC-Oriented Tool for Biological Data Exploration. CIBB (2017)
Federico Tomasi, Margherita Squillario, Alessandro Verri, Davide Bagnara, Annalisa Barla
Icing: Large-Scale Inference of Immunoglobulin Clonotypes. CIBB (2017)
Matteo Barbieri, Samuele Fiorini, Federico Tomasi, Annalisa Barla
PALLADIO: A Parallel Framework for Robust Variable Selection in High-Dimensional Data. PyHPC@SC (2016)