Pitfalls of Unlabeled Disagreement-Based Drift Detection in Streaming Tree Ensembles

Lara Sá Neves, Afonso Lourenço, Lizy Kurian John, Goreti Marreiros

Published: 28 Feb 2026, Last Modified: 28 Feb 2026CAOEveryoneRevisionsBibTeXCC BY 4.0
Track: Lessons from Failures Track: Understanding What Did Not Work and Why, Up to 4 pages, excluding references
Anonymization: This submission has been anonymized for double-blind review via the removal of identifying information such as names, affiliations, and identifying URLs.
Attendance: Yes, the presenting author will attend ICLR in person only if the paper is accepted to this workshop.
Presenter: ~Lara_Sá_Neves1
Serve As Reviewer: ~Afonso_Lourenço1
Submission Number: 91