Fabio Cozman

Full Professor, Universidade de Sao Paulo

Joined

May 2017

Names

Fabio Cozman

Fábio Gagliardi Cozman

Emails

****@usp.br (Confirmed)

Personal Links

Career & Education History

Full Professor

Universidade de Sao Paulo (usp.br)

Present

Advisors, Relations & Conflicts

Coauthor

Radu Marinescu

2023 – Present

Coauthor

Junkyu Lee

2023 – Present

Coauthor

Denis Mauá

2007 – Present

PhD Advisor

Erik Krotkov

1992 – 1997

Expertise

Probabilistic graphical models

Present

Bayesian networks

Present

Semi-supervised learning

Present

Publications

An Informal Logic LLM-Based Argumentation Framework
Paulo Pirozelli, Douglas Aldred, Victor Hugo Nascimento Rocha, Fabio Cozman
- ICLR 2026 Workshop LLM Reasoning
- Readers: Everyone
Branch and Bound Search for Exact MAP Inference in Credal Networks
Radu Marinescu, Fabio Cozman, Denis Mauá, Debarun Bhattacharjya, Junkyu Lee, Alexander G. Gray
- ICLR 2026 Poster
- Readers: Everyone
Multilinear and Linear Programs for Partially Identifiable Queries in Quasi-Markovian Structural Causal Models
João Pedro Arroyo, Denis Mauá, João Gabriel Barreto Rodrigues, Daniel A. E. Lawand, Junkyu Lee, Radu Marinescu, Alexander G. Gray, Eduardo Rocha Laurentino, Fabio Cozman
- CAR @UAI 2025 Poster
- Readers: Everyone
Imaginary Numbers! Evaluating Numerical Referring Expressions by Neural End-to-End Surface Realization Systems
Rossana Cunha, Osuji Cynthia Chinonso, João Gabriel Moura Campos, Brian Timoney, Brian Davis, Fabio Cozman, Adriana Silvina Pagano, Thiago Castro Ferreira
- Fifth Workshop on Insights from Negative Results in NLP
- Readers: Everyone
Abductive Reasoning in Logical Credal Networks
Radu Marinescu, Junkyu Lee, Debarun Bhattacharjya, Fabio Cozman, Alexander G. Gray
- NeurIPS 2024 poster
- Readers: Everyone
Credal Marginal MAP
Radu Marinescu, Debarun Bhattacharjya, Junkyu Lee, Fabio Cozman, Alexander G. Gray
- NeurIPS 2023 poster
- Readers: Everyone
Should explainability be a fifth ethical principle in AI ethics?
João Figueiredo Nobre Brito Cortese, Fábio Gagliardi Cozman, Marcos Paulo Lucca-Silveira, Adriano Figueiredo Bechara
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- AI Ethics 2023
- Readers: Everyone
Augmenting a Physics-Informed Neural Network for the 2D Burgers Equation by Addition of Solution Data Points
Marlon Sproesser Mathias, Wesley Pereira de Almeida, Marcel Rodrigues de Barros, Jefferson Fialho Coelho, Lucas Palmiro de Freitas, Felipe Marino Moreno, Caio Fabricio Deberaldini Netto, Fábio Gagliardi Cozman, Anna Helena Reali Costa, Eduardo Aoun Tannuri, Edson Satoshi Gomi, Marcelo Dottori
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Markov Conditions and Factorization in Logical Credal Networks
Fábio Gagliardi Cozman
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean
André F. A. Paschoal, Paulo Pirozelli, Valdinei Freire, Karina Valdivia Delgado, Sarajane M. Peres, Marcos Menon José, Flávio Nakasato Cação, André Seidel Oliveira, Anarosa A. F. Brandão, Anna H. R. Costa, Fábio Gagliardi Cozman
- 2022 (modified: 26 Jan 2023)
- CoRR 2022
- Readers: Everyone

View all 195 publications

Co-Authors

View all 184 co-authors