Fabrizio Ventola

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Lateral Inhibition

Probabilistic Relational

Top Venues

Pre-Registration Workshop @ NeurIPS

Publications

Fabrizio Ventola, Steven Braun, Zhongjie Yu, Martin Mundt, Kristian Kersting
Probabilistic Circuits That Know What They Don't Know. CoRR (2023)
Fabrizio Ventola, Steven Braun, Zhongjie Yu, Martin Mundt, Kristian Kersting
Probabilistic circuits that know what they don't know. UAI (2023)
Zhongjie Yu, Fabrizio Ventola, Nils Thoma, Devendra Singh Dhami, Martin Mundt, Kristian Kersting
Predictive Whittle networks for time series. UAI (2022)
Aidmar Wainakh, Fabrizio Ventola, Till Müßig, Jens Keim, Carlos Garcia Cordero, Ephraim Zimmer, Tim Grube, Kristian Kersting, Max Mühlhäuser
User-Level Label Leakage from Gradients in Federated Learning. Proc. Priv. Enhancing Technol. 2022 (2) (2022)
Nils Thoma, Zhongjie Yu, Fabrizio Ventola, Kristian Kersting
RECOWNs: Probabilistic Circuits for Trustworthy Time Series Forecasting. CoRR (2021)
Steven Lang, Martin Mundt, Fabrizio Ventola, Robert Peharz, Kristian Kersting
Elevating Perceptual Sample Quality in PCs through Differentiable Sampling. Pre-Registration Workshop @ NeurIPS (2021)
Fabrizio Ventola, Devendra Singh Dhami, Kristian Kersting
Generative Clausal Networks: Relational Decision Trees as Probabilistic Circuits. ILP (2021)
Steven Lang, Fabrizio Ventola, Kristian Kersting
DAFNe: A One-Stage Anchor-Free Deep Model for Oriented Object Detection. CoRR (2021)
Aidmar Wainakh, Fabrizio Ventola, Till Müßig, Jens Keim, Carlos Garcia Cordero, Ephraim Zimmer, Tim Grube, Kristian Kersting, Max Mühlhäuser
User Label Leakage from Gradients in Federated Learning. CoRR (2021)
Fabrizio Ventola, Karl Stelzner, Alejandro Molina, Kristian Kersting
Residual Sum-Product Networks. PGM (2020)
Fabrizio Ventola, Karl Stelzner, Alejandro Molina, Kristian Kersting
Random Sum-Product Forests with Residual Links. CoRR (2019)