Full Papers
Original research contributions with substantial technical depth and experimental validation.
Machine Learning/CORE Unranked
EIML@ICML 2026
ICML 2026 Workshop: Epistemic Intelligence in Machine Learning
EIML@ICML 2026 is a workshop affiliated with ICML 2026 focused on the intersection of explainable AI and machine learning, aiming to foster research that enhances the interpretability, transparency, and trustworthiness of machine learning models. The workshop welcomes contributions from academia and industry that advance methods for explaining model behavior and decision-making processes.
Key deadlines
Verified September 9, 2026Full paper
April 27, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
April 27, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Short Papers
Preliminary results, position papers, or work-in-progress with clear insights or novel ideas.
Journal-First Papers
Papers already accepted or published in peer-reviewed journals, submitted for presentation at the workshop.
Research areas in scope
01
Topics of Interest
Explainable AI (XAI) methods for deep learningInterpretability of neural networksCausal explanations in machine learningHuman-in-the-loop explainabilityEvaluation metrics for explainabilityExplainability in reinforcement learningExplainability for fairness and bias detectionVisualization techniques for model understandingExplainability in multimodal and generative modelsReal-world applications of explainable ML
Policies worth checking twice
- Submissions must be anonymized for double-blind review.
- Full papers are limited to 8 pages, short papers to 4 pages, excluding references.
- Dual submission to other conferences or workshops is not allowed.
- Author lists cannot be changed after the submission deadline.
- Authors must include an AI-use statement detailing any use of generative AI tools in the preparation of the submission.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026