ML Anthology

de Souza da Silva, Eliezer

7 publications

ICLR 2025 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
ICMLW 2024 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
NeurIPSW 2024 Human-Aided Discovery of Ancestral Graphs Tiago Silva, Eliezer de Souza da Silva, António Góis, Dominik Heider, Samuel Kaski, Diego Mesquita, Adele H Ribeiro
NeurIPS 2024 On Divergence Measures for Training GFlowNets Tiago da Silva, Eliezer de Souza da Silva, Diego Mesquita
NeurIPSW 2024 On Divergence Measures for Training GFlowNets Tiago Silva, Eliezer de Souza da Silva, Diego Mesquita
JMLR 2023 Prior Specification for Bayesian Matrix Factorization via Prior Predictive Matching Eliezer de Souza da Silva, Tomasz Kuśmierczyk, Marcelo Hartmann, Arto Klami
ECML-PKDD 2017 Content-Based Social Recommendation with Poisson Matrix Factorization Eliezer de Souza da Silva, Helge Langseth, Heri Ramampiaro