conftrace_

unbiased risk estimator

11 papers

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Also known as

URE

Co-occurring keywords · papers mentioning both

semi-supervised learning (3) risk estimator (2) augmented class (2) distribution shift (2) multi-class classification (2) label proportion learning (1) group supervision (1) complementary label (1) multi-instance multi-label classification (1) online label shift (1)

Papers

Generalized Distribution-Free Semi-Supervised Learning with Risk Rewrite UAI 2026 Multi-Instance Multi-Label Classification from Crowdsourced Labels AAAI 2025 Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More Practical ICML 2024 Unbiased Multi-Label Learning from Crowdsourced Annotations ICML 2024 A Generalized Unbiased Risk Estimator for Learning with Augmented Classes AAAI 2023 A Universal Unbiased Method for Classification from Aggregate Observations ICML 2023 Unbiased Risk Estimator to Multi-Labeled Complementary Label Learning IJCAI 2023 Adapting to Online Label Shift with Provable Guarantees NeurIPS 2022 Image Restoration by Deep Projected GSURE WACV 2022 Pointwise Binary Classification with Pairwise Confidence Comparisons ICML 2021 An Unbiased Risk Estimator for Learning with Augmented Classes NeurIPS 2020