13 citations · 20 across the 4 of their papers we have counts for
4 papers
Automatic Music Playlist Generation via Simulation-based Reinforcement Learning
Federico Tomasi, Joseph Cauteruccio, Surya Kanoria +3
Personalization of playlists is a common feature in music streaming services, but conventional techniques, such as collaborative filtering, rely on explicit assumptions regarding c…
Making Differentiable Architecture Search less local
Erik Bodin, Federico Tomasi, Zhenwen Dai
Neural architecture search (NAS) is a recent methodology for automating the design of neural network architectures. Differentiable neural architecture search (DARTS) is a promising…
Group induced graphical lasso allows for discovery of molecular pathways-pathways interactions
Veronica Tozzo, Federico Tomasi, Margherita Squillario +1
Complex systems may contain heterogeneous types of variables that interact in a multi-level and multi-scale manner. In this context, high-level layers may considered as groups of v…
Latent Variable Time-varying Network Inference
Federico Tomasi, Veronica Tozzo, Saverio Salzo +1
In many applications of finance, biology and sociology, complex systems involve entities interacting with each other. These processes have the peculiarity of evolving over time and…