label efficiency

Exponential savings in agnostic active learning through abstention COLT 2021 Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification EMNLP 2021 Reliable Estimates of Interpretable Cue Effects with Active Learning in Psycholinguistic Research Interspeech 2021 What if We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer Labels CVPR 2021 Disentangling Factors of Variations Using Few Labels ICLR 2020 Self-Paced Active Learning: Query the Right Thing at the Right Time AAAI 2019 Exploiting Transitivity for Learning Person Re-Identification Models on a Budget CVPR 2018 Marginal Singularity, and the Benefits of Labels in Covariate-Shift COLT 2018 Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels IJCAI 2018 Auditing: Active Learning with Outcome-Dependent Query Costs NeurIPS 2013 Joint Transfer and Batch-mode Active Learning ICML 2013 Online Learning with Costly Features and Labels NeurIPS 2013 Selective Labeling via Error Bound Minimization NeurIPS 2012