ML Anthology
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de Campos, Cassio
5 publications
TMLR
2025
What Is the Relationship Between Tensor Factorizations and Circuits (and How Can We Exploit It)?
Lorenzo Loconte
,
Antonio Mari
,
Gennaro Gala
,
Robert Peharz
,
Cassio de Campos
,
Erik Quaeghebeur
,
Gennaro Vessio
,
Antonio Vergari
ECML-PKDD
2024
Probabilistic Circuits with Constraints via Convex Optimization
Soroush Ghandi
,
Benjamin Quost
,
Cassio de Campos
NeurIPS
2024
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits
Gennaro Gala
,
Cassio de Campos
,
Antonio Vergari
,
Erik Quaeghebeur
UAI
2023
Probabilistic Multi-Dimensional Classification
Vu-Linh Nguyen
,
Yang Yang
,
Cassio De Campos
AISTATS
2020
On Pruning for Score-Based Bayesian Network Structure Learning
Alvaro Henrique Chaim Correia
,
James Cussens
,
Cassio de Campos