Xiaoting Shao
3 papers · 2019–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(10)
π
Conference Pioneer
Conferences
AAAI (1)
PGM (1)
UAI (1)
Top co-authors
Keywords
sum-product network
(2)
anomaly detection
(1)
uncertainty quantification
(1)
feature attribution
(1)
deep learning
(1)
exact inference
(1)
tractable inference
(1)
generative model
(1)
probabilistic graphical model
(1)
influence function
(1)
model explanation
(1)
black-box model
(1)
conditional density estimation
(1)
discriminative model
(1)
multivariate distribution
(1)
conditional sum-product network
(1)
differentiable model
(1)
probabilistic deep learning
(1)
deep probabilistic model
(1)
input gradient
(1)
Papers
Right for Better Reasons: Training Differentiable Models by Constraining their Influence Functions
AAAI 2021
Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures
PGM 2020
Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning
UAI 2019