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Julissa Villanueva Llerena

2 papers · 2020–2020 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird

Venues

AAAI (1) IJCAI (1)

Top co-authors

Denis Deratani Mauá (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Bayesian & Probabilistic · Artificial Intelligence (2) Bayesian & Probabilistic · Machine Learning (2) Learning Types · Machine Learning (2) Models (2) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

uncertainty estimation (2) predictive uncertainty (2) uncertainty quantification (2) probabilistic modeling (2) probabilistic model (1) predictive inference (1) arithmetic circuit (1) sum-product network (1) tractable probabilistic model (1) deep probabilistic model (1) exact inference (1) sensitivity analysis (1) generative model (1)

Papers

Efficient Predictive Uncertainty Estimators for Deep Probabilistic Models AAAI 2020 Predictive Uncertainty Estimation for Tractable Deep Probabilistic Models IJCAI 2020