Self-Filtering: A Noise-Aware Sample Selection for Label Noise with Confidence Penalization
Qi Wei, Haoliang Sun, Xiankai Lu, Yilong Yin
Topics & Concepts
Computer scienceRegularization (linguistics)Noise (video)Selection (genetic algorithm)Boundary (topology)Filter (signal processing)Artificial intelligenceSample (material)GeneralizationPattern recognition (psychology)Machine learningAlgorithmMathematicsImage (mathematics)Computer visionChemistryMathematical analysisChromatographyMachine Learning and Data ClassificationAnomaly Detection Techniques and ApplicationsImbalanced Data Classification Techniques