transductive learning

InterpGNN: Understand and Improve Generalization Ability of Transdutive GNNs through the Lens of Interplay between Train and Test Nodes ICLR 2024 Margin-Based Active Learning of Classifiers JMLR 2024 Multiclass Transductive Online Learning NeurIPS 2024 Online Classification with Predictions NeurIPS 2024 Regularization and Optimal Multiclass Learning COLT 2024 Transductive Active Learning: Theory and Applications NeurIPS 2024 Transductive and Inductive Outlier Detection with Robust Autoencoders UAI 2024 Transductive Learning is Compact NeurIPS 2024 Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification AISTATS 2023 Bi-Directional Distribution Alignment for Transductive Zero-Shot Learning CVPR 2023 Boosting Transductive Few-Shot Fine-Tuning With Margin-Based Uncertainty Weighting and Probability Regularization CVPR 2023 Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks NeurIPS 2023 Fast Online Node Labeling for Very Large Graphs ICML 2023 Improving Neural Machine Translation Formality Control with Domain Adaptation and Reranking-based Transductive Learning ACL 2023 Learning to Extrapolate: A Transductive Approach ICLR 2023 Smoothed Analysis of Sequential Probability Assignment NeurIPS 2023 Towards Understanding Generalization of Graph Neural Networks ICML 2023 Transductive Few-Shot Learning With Prototype-Based Label Propagation by Iterative Graph Refinement CVPR 2023 Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models EMNLP 2023 Deep Transductive Transfer Regression Network for Cross-Corpus Speech Emotion Recognition Interspeech 2022 EASE: Unsupervised Discriminant Subspace Learning for Transductive Few-Shot Learning CVPR 2022 Graph Convolution Network based Recommender Systems: Learning Guarantee and Item Mixture Powered Strategy NeurIPS 2022 Towards Evaluating the Robustness of Neural Networks Learned by Transduction ICLR 2022 TransBoost: Improving the Best ImageNet Performance using Deep Transduction NeurIPS 2022 Transductive Robust Learning Guarantees AISTATS 2022