Label Distribution Learning

Label Distribution Learning

Subjective Crowd Disagreements for Subjective Data: Uncovering Meaningful CrowdOpinion with Population-level Learning

Tharindu Cyril Weerasooriya

• Jul 1, 2023 • 1 min read

Label Distribution Learning

Disagreement Matters: Preserving Label Diversity by Jointly Modeling Item and Annotator Label Distributions with DisCo

Tharindu Cyril Weerasooriya

• Jul 1, 2023 • 1 min read

Label Distribution Learning

Improving Label Quality by Joint Probabilistic Modeling of Items and Annotators

Tharindu Cyril Weerasooriya

• Jan 1, 2022 • 1 min read

Label Distribution Learning

Improving Label Quality by Jointly Modeling Items and Annotators

Tharindu Cyril Weerasooriya

• Jan 1, 2021 • 1 min read

Label Distribution Learning

Neighborhood-based pooling for population-level label distribution learning

Tharindu Cyril Weerasooriya

• Jan 1, 2020 • 1 min read