Full papers
Peer-reviewed research papers presented in poster sessions and published in the proceedings, covering original contributions in uncertainty in AI.
AI/CORE A
UAI 2026
Conference on Uncertainty in Artificial Intelligence
The Conference on Uncertainty in Artificial Intelligence (UAI) is a premier international forum for research on knowledge representation, learning, and reasoning under uncertainty, held annually since 1985. The 42nd edition, UAI 2026, took place in Amsterdam, Netherlands, featuring peer-reviewed papers, tutorials, and workshops focused on advancing probabilistic modeling, causal inference, interpretability, and robust decision-making in AI.
Key deadlines
Verified September 9, 2026Full paper
February 26, 2026
AoE
Conference timeline
Submission and decisions
Full paperKey deadline
February 26, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Tutorials
Long (3-hour) and short (1.5-hour) educational sessions on advanced topics, including e-values, chain-of-thought reasoning, probabilistic concept bottleneck models, tensor networks, and causal spaces.
Workshops
Specialized half-day or full-day events focused on emerging themes such as causality for decision making, tractable probabilistic modeling, and safe AI.
Research areas in scope
01
Subject Areas
Knowledge representationLearningReasoning under uncertaintyProbabilistic modelingCausal inferenceInterpretability and explainabilityRobust decision-makingUncertainty quantificationProbabilistic circuitsTensor networksCredal networksConformal predictionSafe AITractable probabilistic modelingNeurosymbolic AICausal spacesConstraint-aware neural networksDistributionally robust optimizationGraph transformersOnline optimizationStable matching under uncertaintyTransfer learningSynthetic data for causal inferenceMechanistic interpretability
Policies worth checking twice
- Submission requires adherence to conflict of interest guidelines
- Papers must be original and not under review elsewhere
- Double-blind review process is enforced
- Camera-ready versions must comply with formatting instructions
- Author lists cannot be changed after the submission deadline
- AI-generated content must be disclosed in submissions
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026