conftrace_

learning from label proportion

11 papers

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Also known as

LLP

Co-occurring keywords

weakly supervised learning (1328) instance-level classification (6) generalization bound (652) empirical risk minimization (352) pac learning (283) bag distribution (1) generalized bag (1) class ratio learning (1) fine-grained scoring (7) span-level feedback (1)

Papers

FRACTAL: Fine-Grained Scoring from Aggregate Text Labels ACL 2025
Optimistic Rates for Learning from Label Proportions COLT 2024
Easy Learning from Label Proportions NIPS 2023
On Combining Bags to Better Learn from Label Proportions AISTATS 2022
Learning from Label Proportions with Prototypical Contrastive Clustering AAAI 2022
Learning from Label Proportions by Learning with Label Noise NIPS 2022
Learnability of Linear Thresholds from Label Proportions NIPS 2021
A Two-Stage Training Framework with Feature-Label Matching Mechanism for Learning from Label Proportions ACML 2021
Learning from Label Proportions: A Mutual Contamination Framework NIPS 2020
Learning from Label Proportions with Generative Adversarial Networks NIPS 2019
On the Complexity of Learning from Label Proportions IJCAI 2017