Cassio de Campos

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 9

Top Topics

Latent Variable Models

Bayesian Networks

Dempster Shafer

Top Venues

Int. J. Approx. Reason.

Publications

Wieger Wesselink, Bram Grooten, Qiao Xiao, Cassio de Campos, Mykola Pechenizkiy
Nerva: a Truly Sparse Implementation of Neural Networks. CoRR (2024)
Gennaro Gala, Cassio de Campos, Antonio Vergari, Erik Quaeghebeur
Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits. CoRR (2024)
Soroush Ghandi, Benjamin Quost, Cassio de Campos
Probabilistic Circuits with Constraints via Convex Optimization. CoRR (2024)
Soroush Ghandi, Benjamin Quost, Cassio de Campos
Soft Learning Probabilistic Circuits. CoRR (2024)
David Ricardo Montalvan Hernandez, Thomas Krak, Cassio de Campos
Dempster-Shafer Credal Probabilistic Circuits. BELIEF (2024)
David Ricardo Montalvan Hernandez, Tijn Centen, Thomas Krak, Erik Quaeghebeur, Cassio de Campos
Beyond tree-shaped credal probabilistic circuits. Int. J. Approx. Reason. 171 (2024)
Vu-Linh Nguyen, Yang Yang, Cassio de Campos
Probabilistic Multi-Dimensional Classification. CoRR (2023)
Vu-Linh Nguyen, Yang Yang, Cassio de Campos
Probabilistic Multi-Dimensional Classification. UAI (2023)
David Ricardo Montalvan Hernandez, Cassio de Campos
Portfolio Optimization via Credal Probabilistic Circuits. ICAIF (2023)