conftrace_

class-conditional noise

10 papers

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Also known as

CCN

Co-occurring keywords · papers mentioning both

label noise (8) noisy label learning (4) noisy label (3) multi-class classification (3) logistic regression (3) instance-dependent noise (2) noise correction (2) multi-label text classification (1) unsupervised model (1) accuracy metric (1)

Papers

Enhancing Multi-Label Text Classification under Label-Dependent Noise: A Label-Specific Denoising Framework EMNLP 2024 Hypothesis Testing for Class-Conditional Noise Using Local Maximum Likelihood AAAI 2024 Multiclass Learning from Noisy Labels for Non-decomposable Performance Measures AISTATS 2024 Noise-Robust Learning from Multiple Unsupervised Sources of Inferred Labels AAAI 2022 Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise AAAI 2021 Learning from Noisy Labels with No Change to the Training Process ICML 2021 Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels AAAI 2021 Convex and Non-Convex Approaches for Statistical Inference with Class-Conditional Noisy Labels JMLR 2020 Safeguarded Dynamic Label Regression for Noisy Supervision AAAI 2019 Robust Active Label Correction AISTATS 2018