Tiago Silva

Postdoc, Mohamed bin Zayed University of Artificial Intelligence

Joined

August 2023

Names

Tiago Silva (Preferred)

Emails

****@gmail.com (Confirmed)

****@fgv.br (Confirmed)

****@mbzuai.ac.ae (Confirmed)

Personal Links

Homepage

Career & Education History

Postdoc

Mohamed bin Zayed University of Artificial Intelligence (mbzuai.ac.ae)

2025 – Present

Researcher

Rei do Pitaco (reidopitaco.com)

2025 – 2025

PhD student

Escola de Matemática Aplicada (fgv.br)

2023 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Avoid What You Know: Divergent Trajectory Balance for GFlowNets
Pedro Dall'Antonia, Tiago Silva, Daniel Csillag, Salem Lahlou, Diego Mesquita
- ICLR 2026 DeLTa Workshop Poster
- Readers: Everyone
Boosted GFlowNets: Improving Exploration via Sequential Learning
Pedro Dall'Antonia, Tiago Silva, Daniel Augusto de Souza, César Lincoln Mattos, Diego Mesquita
- AISTATS 2026 Poster
- Readers: Everyone
On Divergence Measures for Training GFlowNets
Tiago Silva, Eliezer de Souza da Silva, Diego Mesquita
- lxai-neurips-24
- Readers: Everyone
Human-Aided Discovery of Ancestral Graphs
Tiago Silva, Eliezer de Souza da Silva, António Góis, Dominik Heider, Samuel Kaski, Diego Mesquita, Adele H Ribeiro
- lxai-neurips-24
- Readers: Everyone
Generalization and Distributed Learning of GFlowNets
Tiago Silva, Amauri H Souza, Omar Rivasplata, Vikas Garg, Samuel Kaski, Diego Mesquita
- ICLR 2025 Poster
- Readers: Everyone
When do GFlowNets learn the right distribution?
Tiago Silva, Rodrigo Barreto Alves, Eliezer de Souza da Silva, Amauri H Souza, Vikas Garg, Samuel Kaski, Diego Mesquita
- ICLR 2025 Spotlight
- Readers: Everyone
Analyzing GFlowNets: Stability, Expressiveness, and Assessment
Tiago Silva, Eliezer de Souza da Silva, Rodrigo Barreto Alves, Luiz Max Carvalho, Amauri H Souza, Samuel Kaski, Vikas Garg, Diego Mesquita
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Streaming Bayes GFlowNets
Tiago Silva, Daniel Augusto de Souza, Diego Mesquita
- NeurIPS 2024 poster
- Readers: Everyone
On Divergence Measures for Training GFlowNets
Tiago Silva, Eliezer de Souza da Silva, Diego Mesquita
- NeurIPS 2024 poster
- Readers: Everyone
Embarrassingly Parallel GFlowNets
Tiago Silva, Luiz Max Carvalho, Amauri H Souza, Samuel Kaski, Diego Mesquita
- ICML 2024 Poster
- Readers: Everyone

View all 11 publications