Ventola, Fabrizio

5 publications

AutoML 2025 Hyperparameter Optimization via Interacting with Probabilistic Circuits Jonas Seng, Fabrizio Ventola, Zhongjie Yu, Kristian Kersting

AutoML 2024 Bi-Level One-Shot Architecture Search for Probabilistic Time Series Forecasting Jonas Seng, Fabian Kalter, Zhongjie Yu, Fabrizio Ventola, Kristian Kersting

UAI 2023 Probabilistic Circuits That Know What They Don’t Know Fabrizio Ventola, Steven Braun, Zhongjie Yu, Martin Mundt, Kristian Kersting

UAI 2022 Predictive Whittle Networks for Time Series Zhongjie Yu, Fabrizio Ventola, Nils Thoma, Devendra Singh Dhami, Martin Mundt, Kristian Kersting

PGM 2020 Residual Sum-Product Networks Fabrizio Ventola, Karl Stelzner, Alejandro Molina, Kristian Kersting