2 papers
cs.MA2026
Voter Model Meets Rumour Spreading: an FPRAS for Consensus Probabilities on Voter Models with Agnostic Nodes
Marcelo Matheus Gauy, Anna Abramishvili, Eduardo Colli +5
Problems of consensus in multi-agent systems are often viewed as a series of independent, simultaneous local decisions made between a limited set of options, all aimed at reaching…
cs.LG2025
Filtering instances and rejecting predictions to obtain reliable models in healthcare
Maria Gabriela Valeriano, David Kohan Marzagão, Alfredo Montelongo +3
Machine Learning (ML) models are widely used in high-stakes domains such as healthcare, where the reliability of predictions is critical. However, these models often fail to accoun…