Umberto Maria Tomasini
Publications by Year
Research Areas
Topic Modeling, Domain Adaptation and Few-Shot Learning, Ecosystem dynamics and resilience, Natural Language Processing Techniques, Neural Networks and Applications
Most-Cited Works
- → How Deep Neural Networks Learn Compositional Data: The Random Hierarchy Model(2024)16 cited
- → How deep convolutional neural networks lose spatial information with training(2023)14 cited
- → Predictors and Predictands of Linear Response in Spatially Extended Systems(2020)4 cited
- Using Observables as Predictors through Response Theory: From Linear Systems to Nonlinear Climate Models(2020)