k-nearest neighbor

Exact Optimization of Conformal Predictors via Incremental and Decremental Learning ICML 2021 FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging EMNLP 2021 k-Nearest Neighbors by Means of Sequence to Sequence Deep Neural Networks and Memory Networks IJCAI 2021 Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation EMNLP 2021 Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification? CVPR 2021 State Entropy Maximization with Random Encoders for Efficient Exploration ICML 2021 TopGuNN: Fast NLP Training Data Augmentation using Large Corpora NAACL 2021 UoB_UK at SemEval 2021 Task 2: Zero-Shot and Few-Shot Learning for Multi-lingual and Cross-lingual Word Sense Disambiguation. SemEval 2021 A Berry Picking Robot With A Hybrid Soft-Rigid Arm: Design and Task Space Control RSS 2020 BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA EMNLP 2020 Deep k-NN for Noisy Labels ICML 2020 Differentiable Top-k with Optimal Transport NeurIPS 2020 E-Commerce Content and Collaborative-based Recommendation using K-Nearest Neighbors and Enriched Weighted Vectors COLING 2020 Extrapolation Towards Imaginary 0-Nearest Neighbour and Its Improved Convergence Rate NeurIPS 2020 Imputing typological values via phylogenetic inference EMNLP 2020 Justification-Based Reliability in Machine Learning AAAI 2020 Localizing and Amortizing: Efficient Inference for Gaussian Processes ACML 2020 On Convergence of Nearest Neighbor Classifiers over Feature Transformations NeurIPS 2020 Private-kNN: Practical Differential Privacy for Computer Vision CVPR 2020 Regression with reject option and application to kNN NeurIPS 2020 AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction AAAI 2019 A k-Nearest Neighbor Approach towards Multi-level Sequence Labeling NAACL 2019 Fast Rates for a kNN Classifier Robust to Unknown Asymmetric Label Noise ICML 2019 K-Nearest Neighbors Hashing CVPR 2019 Near-Neighbor Methods in Random Preference Completion AAAI 2019