Fabrizio Ventola
5 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (12) π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge π£ Hot Topic Early Bird
π§
Keyword Pioneer
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Trend Setter
Conferences
AUTOML (2)
UAI (2)
PGM (1)
Top co-authors
Keywords
uncertainty quantification
(2)
probabilistic circuit
(2)
model pruning
(1)
distribution shift
(1)
tractable inference
(1)
sum-product network
(1)
neural forecasting
(1)
out-of-distribution datum
(1)
residual learning
(1)
monte carlo dropout
(1)
tractable dropout inference
(1)
spectral forecasting
(1)
ensemble learning
(1)
whittle likelihood
(1)
density estimation
(1)
Papers
Hyperparameter Optimization via Interacting with Probabilistic Circuits
AUTOML 2025
Bi-Level One-Shot Architecture Search for Probabilistic Time Series Forecasting
AUTOML 2024
Probabilistic circuits that know what they donβt know
UAI 2023
Predictive Whittle networks for time series
UAI 2022
Residual Sum-Product Networks
PGM 2020