Cassio de Campos

19 papers A 3B 1Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2025 A conf
From Benchmarking to Understanding FairML.
ECAI
Mykola Pechenizkiy, Hilde J. P. Weerts, Cassio de Campos, Yuya Sasaki, Julia Stoyanovich
2025 B conf
Imposing Constraints in Probabilistic Circuits via Gradient Optimization.
IDA
Soroush Ghandi, Benjamin Quost, Cassio de Campos
2025 A conf
Towards Privacy-Aware Bayesian Networks: A Credal Approach.
ECAI
Niccolò Rocchi, Fabio Stella, Cassio de Campos
2025 J jnl
Towards Privacy-Aware Bayesian Networks: A Credal Approach.
CoRR
Niccolò Rocchi, Fabio Stella, Cassio de Campos
2025 — conf
Towards conservative inference in credal networks using belief functions: the case of credal chains.
ISIPTA
Marco Sangalli, Thomas Krak, Cassio de Campos
2025 J jnl
Towards conservative inference in credal networks using belief functions: the case of credal chains.
CoRR
Marco Sangalli, Thomas Krak, Cassio de Campos
2025 J jnl
What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)?
Trans. Mach. Learn. Res.
Lorenzo Loconte, Antonio Mari, Gennaro Gala, Robert Peharz, Cassio de Campos, Erik Quaeghebeur, Gennaro Vessio, Antonio Vergari
2024 J jnl
Beyond tree-shaped credal probabilistic circuits.
Int. J. Approx. Reason.
David Ricardo Montalvan Hernandez, Tijn Centen, Thomas Krak, Erik Quaeghebeur, Cassio de Campos
2024 — conf
Dempster-Shafer Credal Probabilistic Circuits.
BELIEF
David Ricardo Montalvan Hernandez, Thomas Krak, Cassio de Campos
2024 J jnl
Nerva: a Truly Sparse Implementation of Neural Networks.
CoRR
Wieger Wesselink, Bram Grooten, Qiao Xiao, Cassio de Campos, Mykola Pechenizkiy
2024 — conf
Probabilistic Circuits with Constraints via Convex Optimization.
ECML/PKDD (3)
Soroush Ghandi, Benjamin Quost, Cassio de Campos
2024 J jnl
Probabilistic Circuits with Constraints via Convex Optimization.
CoRR
Soroush Ghandi, Benjamin Quost, Cassio de Campos
2024 J jnl
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits.
CoRR
Gennaro Gala, Cassio de Campos, Antonio Vergari, Erik Quaeghebeur
2024 — conf
Soft Learning Probabilistic Circuits.
PGM
Soroush Ghandi, Benjamin Quost, Cassio de Campos
2024 J jnl
Soft Learning Probabilistic Circuits.
CoRR
Soroush Ghandi, Benjamin Quost, Cassio de Campos
2024 J jnl
What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)?
CoRR
Lorenzo Loconte, Antonio Mari, Gennaro Gala, Robert Peharz, Cassio de Campos, Erik Quaeghebeur, Gennaro Vessio, Antonio Vergari
2023 — conf
Portfolio Optimization via Credal Probabilistic Circuits.
ICAIF
David Ricardo Montalvan Hernandez, Cassio de Campos
2023 A conf
Probabilistic Multi-Dimensional Classification.
UAI
Vu-Linh Nguyen, Yang Yang, Cassio de Campos
2023 J jnl
Probabilistic Multi-Dimensional Classification.
CoRR
Vu-Linh Nguyen, Yang Yang, Cassio de Campos