Luigi Gresele
Publications by Year
Research Areas
Neural Networks and Applications, Bayesian Modeling and Causal Inference, Domain Adaptation and Few-Shot Learning, Explainable Artificial Intelligence (XAI), Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- → Learning explanations that are hard to vary(2020)73 cited
- → Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style(2021)62 cited
- → Simpson's Paradox in COVID-19 Case Fatality Rates: A Mediation Analysis of Age-Related Causal Effects(2021)37 cited
- → Evaluating vaccine allocation strategies using simulation-assisted causal modeling(2023)7 cited
- → Relative gradient optimization of the Jacobian term in unsupervised deep\n learning(2020)7 cited
- → The Incomplete Rosetta Stone Problem: Identifiability Results for Multi-View Nonlinear ICA(2019)6 cited
- → Modeling Shared Responses in Neuroimaging Studies through MultiView ICA(2020)6 cited
- → Embrace the Gap: VAEs Perform Independent Mechanism Analysis(2022)5 cited