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Cassio de Campos
Full Professor, Eindhoven University of Technology
Joined
March 2017
Names
Cassio de Campos
(Preferred)
,
Cassio Polpo de Campos
,
Cassio P. de Campos
Emails
****@gmail.com
(Confirmed)
,
****@acm.org
(Confirmed)
,
****@qub.ac.uk
(Confirmed)
,
****@uu.nl
(Confirmed)
,
****@acm.org
(Confirmed)
,
****@tue.nl
(Confirmed)
Personal Links
Homepage
DBLP
Career & Education History
Full Professor
Eindhoven University of Technology
(tue.nl)
2023
–
Present
Associate Professor
Eindhoven University of Technology
(tue.nl)
2019
–
2023
Associate Professor
Utrecht University
(uu.nl)
2017
–
2019
Reader
Queen's University Belfast
(qub.ac.uk)
2014
–
2017
Senior Researcher
Dalle Molle Institute for AI
(idsia.ch)
2013
–
2014
Researcher
Dalle Molle Institute for AI
(idsia.ch)
2008
–
2013
Postdoc
Rensselaer Polytechnic Institute
(rpi.edu)
2007
–
2008
Assistant Professor
Universidade de São Paulo
(usp.br)
2006
–
2007
Lecturer
Universidade Mackenzie
(mackenzie.br)
2003
–
2006
Lecturer
Pontifícia Universidade Católica de São Paulo
(pucsp.br)
2001
–
2005
Advisors, Relations & Conflicts
No relations added
Expertise
Probabilistic Graphical Models
Present
Computational Complexity of AI
Present
Imprecise Probabilities
Present
Probabilistic Circuits
Present
Robustness in AI
Present
Uncertainty in AI
Present
Publications
Towards Privacy-Aware Bayesian Networks: A Credal Approach
Niccolò Rocchi
,
Fabio Stella
,
Cassio de Campos
CoRR 2025
Readers:
Everyone
Towards conservative inference in credal networks using belief functions: the case of credal chains
Marco Sangalli
,
Thomas Krak
,
Cassio de Campos
CoRR 2025
Readers:
Everyone
Integrating Constraints via Probabilistic Circuits
Soroush Ghandi
,
Benjamin Quost
,
Cassio de Campos
TPM 2025
Readers:
Everyone
Soft learning probabilistic circuits
Soroush Ghandi
,
Benjamin Quost
,
Cassio P. de Campos
Int. J. Approx. Reason. 2025
Readers:
Everyone
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
Trans. Mach. Learn. Res. 2025
Readers:
Everyone
From Benchmarking to Understanding FairML
Mykola Pechenizkiy
,
Hilde J. P. Weerts
,
Cassio de Campos
,
Yuya Sasaki
,
Julia Stoyanovich
ECAI 2025
Readers:
Everyone
Imposing Constraints in Probabilistic Circuits via Gradient Optimization
Soroush Ghandi
,
Benjamin Quost
,
Cassio de Campos
IDA 2025
Readers:
Everyone
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
Accepted by TMLR
Readers:
Everyone
View all 132 publications
Co-Authors
A. Polpo
Aaron Meehan
Adriano Polpo
Alaine Margarete Guimarães
Alessandro Antonucci
Alessio Benavoli
Alvaro Correia
Alvaro H. C. Correia
Alvaro Henrique Chaim Correia
Anna Jurek
Anna Jurek-Loughrey
Antonio Mari
Antonio Vergari
Benjamin Quost
Bram Grooten
Carlos Alberto De Bragança Pereira
Carlos Dias Maciel
D. Sinha
David Huber
David Ricardo Montalvan Hernandez
Denis Deratani Mauá
Dennis Weyland
Diarmaid Conaty
Emanuele Zucca
Erik Quaeghebeur
View all 72 co-authors