conftrace_

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learning from label proportion (3) weakly supervised learning (2) instance-level performance (1) label proportion matching (1) strong learner (1) instance classification (1) weak learner (1) graphical model (1) generalization error (1) covariate shift (1)

Papers

Learning from Label Proportions and Covariate-shifted Instances UAI 2025 Weak to Strong Learning from Aggregate Labels UAI 2025 Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation ICLR 2024 Easy Learning from Label Proportions NeurIPS 2023