K-medoids LSH: a new locality sensitive hashing in general metric space. - Eliezer S. Silva; Eduardo Valle (SBBD (Short Papers), 2013)

Large-Scale Distributed Locality-Sensitive Hashing for General Metric Data. - Eliezer S. Silva; Thiago S. F. X. Teixeira; George Teodoro; Eduardo Valle (SISAP, 2014)

Poisson Factorization Models for Spatiotemporal Retrieval. - Eliezer de Souza da Silva; Dirk Ahlers (GIR, 2017)

Content-Based Social Recommendation with Poisson Matrix Factorization. - Eliezer de Souza da Silva; Helge Langseth; Heri Ramampiaro (ECML/PKDD (1), 2017)

New Probabilistic Models for Recommender Systems with Rich Contextual and Content Information. - Eliezer de Souza da Silva (WSDM, 2017)

Time is of the Essence: A Joint Hierarchical RNN and Point Process Model for Time and Item Predictions. - Bjørnar Vassøy; Massimiliano Ruocco; Eliezer de Souza da Silva; Erlend Aune (WSDM, 2019)

Augmented Memory Networks for Streaming-Based Active One-Shot Learning. - Andreas Kvistad; Massimiliano Ruocco; Eliezer de Souza da Silva; Erlend Aune (CoRR, 2019)

Prior specification via prior predictive matching: Poisson matrix factorization and beyond. - Eliezer de Souza da Silva; Tomasz Kusmierczyk; Marcelo Hartmann; Arto Klami (CoRR, 2019)

Factorization models with relational and contextual information. - Eliezer de Souza da Silva (2021)

Human-in-the-Loop Causal Discovery under Latent Confounding using Ancestral GFlowNets. - Tiago da Silva; Eliezer S. Silva; Adèle H. Ribeiro; António Góis; Dominik Heider; Samuel Kaski; Diego Mesquita (CoRR, 2023)

Prior Specification for Bayesian Matrix Factorization via Prior Predictive Matching. - Eliezer de Souza da Silva; Tomasz Kusmierczyk; Marcelo Hartmann; Arto Klami (J. Mach. Learn. Res., 2023)

On Divergence Measures for Training GFlowNets. - Tiago da Silva; Eliezer de Souza da Silva; Diego Mesquita (NeurIPS, 2024)

When do GFlowNets learn the right distribution? - Tiago da Silva; Rodrigo Barreto Alves; Eliezer de Souza da Silva; Amauri H. Souza; Vikas Garg 001; Samuel Kaski; Diego Mesquita (ICLR, 2025)