2 papers
cs.LG2026
Collaborative Streaming Anomaly Detection with Interactive Explanations and Ensemble Consensus
Diogo Risca, Afonso Lourenço, Ricardo Martins +1
We present a collaborative streaming anomaly detection system for high-speed data streams that explicitly integrates human analysts into the decision loop. The system combines hete…
cs.LG2026
Streaming Hierarchical Inference with Tabular Foundation Models
Vitor Crista, Afonso Lourenço, Diogo Martinho +1
Tabular Foundation Models (TFMs) have recently demonstrated strong predictive performance through in-context learning, but their deployment in high-throughput data streams remains…