De Felice, Giovanni

7 publications

NeurIPS 2025 Causally Reliable Concept Bottleneck Models Giovanni De Felice, Arianna Casanova, Francesco De Santis, Silvia Santini, Johannes Schneider, Pietro Barbiero, Alberto Termine

ICLRW 2025 Causally Reliable Concept Bottleneck Models Giovanni De Felice, Arianna Casanova, Francesco De Santis, Silvia Santini, Johannes Schneider, Pietro Barbiero, Alberto Termine

TMLR 2025 On the Regularization of Learnable Embeddings for Time Series Forecasting Luca Butera, Giovanni De Felice, Andrea Cini, Cesare Alippi

ICLR 2024 Graph-Based Virtual Sensing from Sparse and Partial Multivariate Observations Giovanni De Felice, Andrea Cini, Daniele Zambon, Vladimir Gusev, Cesare Alippi

NeurIPSW 2023 Investigating Extrapolation and Low-Data Challenges via Contrastive Learning of Chemical Compositions Federico Ottomano, Giovanni De Felice, Rahul Savani, Vladimir Gusev, Matthew Rosseinsky

NeurIPS 2023 Time Series Kernels Based on Nonlinear Vector AutoRegressive Delay Embeddings Giovanni De Felice, John Goulermas, Vladimir Gusev

NeurIPSW 2022 Spatio-Temporal Weathering Predictions in the Sparse Data Regime with Gaussian Processes Giovanni De Felice, Vladimir Gusev, John Y Goulermas, Michael Gaultois, Matthew Rosseinsky, Catherine Vincent Gauvin