Cassio de Campos
8 papers · 2020–2026 · 5 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 · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(5)
Bayesian & Probabilistic · Machine Learning
(5)
Bayesian & Probabilistic · Artificial Intelligence
(5)
Core Methods
(4)
Deep Learning
(3)
Models
(3)
Optimization & Theory
(2)
Knowledge & Reasoning
(1)
Security & Privacy
(1)
Learning Types
(1)
Privacy
(1)
Reasoning
(1)
Keywords
probabilistic circuit
(4)
numerical quadrature
(2)
graphical model
(2)
bayesian network
(2)
tractable inference
(2)
generative model
(2)
continuous latent variable
(2)
variational inference
(2)
variational autoencoder
(1)
uncertainty estimation
(1)
probabilistic integral circuit
(1)
tabular data
(1)
credal network
(1)
directed acyclic graph
(1)
greedy learning
(1)
membership inference attack
(1)
hierarchical mixture model
(1)
symbolic computational graph
(1)
soft clustering
(1)
imprecise probability
(1)
Papers
Imprecise Probabilities for Privacy–Accuracy Trade-offs in Bayesian Networks
UAI 2026
Probabilistic Integral Circuits
AISTATS 2024
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits
NeurIPS 2024
Soft Learning Probabilistic Circuits
PGM 2024
Continuous Mixtures of Tractable Probabilistic Models
AAAI 2023
Probabilistic Multi-Dimensional Classification
UAI 2023
Proceedings of the thirty-seventh conference on Uncertainty in Artificial Intelligence — Preface
UAI 2021
On Pruning for Score-Based Bayesian Network Structure Learning
AISTATS 2020