Contributed Talks
20-minute presentations with Q&A, selected from submitted papers for the workshop.
Machine Learning/CORE Unranked
LTW 2026
Learning Theory Workshop 2026
LTSS Copenhagen 2026 is a two-part event combining a four-day summer school and a two-day workshop focused on modern learning theory and responsible machine learning. The summer school targets PhD students, master's students, early-career researchers, and industry professionals, covering core topics like generalization, optimization, online learning, and privacy, while the workshop features invited talks, contributed presentations, and poster sessions for scientific exchange within the learning theory community.
Key deadlines
Verified September 9, 2026Full paper
May 15, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
May 15, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Posters
Poster sessions held during the workshop to showcase accepted contributions.
Research areas in scope
01
Learning Theory Topics
GeneralizationOptimization for MLOnline learningReinforcement learningResponsible MLPrivacyRobustnessDifferential privacyUnlearningActive learningPAC-Bayesian theorySample complexityAdversarial learningCausal banditsNeural networks and polytopesDiffusion modelsMemory and memorization in learningConformal predictionFair classificationOnline convex optimizationMulti-hypothesis learningReward machinesLanguage model collapseData structure and imbalanceParameter tuning for dimensionality reductionQuery complexityLocal searchNash equilibriaUncertainty quantificationCommunity recoveryGradient clippingPrivacy auditingConcurrent compositionWeighted scarcity allocationAdaptive symmetrizationDelayed feedbackScheduling and resource optimization
Policies worth checking twice
- Contributions are selected for either contributed talks or posters.
- Accepted contributions are publicly listed on the workshop website.
- Submissions are associated with prior conference venues (e.g., ICML 2026, COLT 2026, TPDP 2026, PODS 2026, ICCV 2025, RLC 2026, CIEES 2024), indicating prior presentation or submission history.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026