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k-nearest neighbor

169 papers

KNN K-NN

Papers

Assessing the Risk of Falls in Older Adults Living in the Community Using Machine Learning Models with Imputation (Student Abstract) AAAI 2026 From Few-Shot to Zero-Shot Pallet Load Recognition: A Deployed Embedding-Based Vision System for Industrial Logistics WACV 2026 HCMUS_PrompterXPrompter at AbjadMed: When Classification Meets Retrieval: Taming the Long Tail in Arabic Medical Text Classification EACL 2026 Near-Exponential Convergence Rates for kNN Classifications based on Boltzmann Margin UAI 2026 OnlineBootKNN: An Unsupervised Framework for Detecting Anomalies in Spectral Data Streams AAAI 2026 REGLAT at AbjadMed: Handling Imbalanced Arabic Medical Text Classification via Hierarchical KNN-MLP Architecture EACL 2026 Angular Dispersion Accelerates k-Nearest Neighbors Machine Translation EMNLP 2025 A Unifying Information-theoretic Perspective on Evaluating Generative Models AAAI 2025 Bagged Regularized k-Distances for Anomaly Detection JMLR 2025 Efficient Quantum Approximate kNN Algorithm via Granular-Ball Computing IJCAI 2025 Exploring Linear Variant Transformers and k-NN Memory Inference for Long-Form ASR Interspeech 2025 Factors affecting the in-context learning abilities of LLMs for dialogue state tracking Interspeech 2025 Howard University-AI4PC at SemEval-2025 Task 7: Crosslingual Fact-Checked Claim Retrieval-Combining Zero-Shot Claim Extraction and KNN-Based Classification for Multilingual Claim Matching SemEval 2025 kNN For Whisper And Its Effect On Bias And Speaker Adaptation NAACL 2025 Kona: An Efficient Privacy-Preservation Framework for KNN Classification by Communication Optimization ICML 2025 Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory ACL 2025 Non-parametric Conditional Independence Testing for Mixed Continuous-Categorical Variables: A Novel Method and Numerical Evaluation CLeaR 2025 On Finding Hubs in High Dimensions with Sampling AAAI 2025 OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary CVPR 2025 Retrieval of Parallelizable Texts Across Church Slavic Variants COLING 2025 Robot Data Curation with Mutual Information Estimators RSS 2025 Run Like a Neural Network, Explain Like k-Nearest Neighbor IJCAI 2025 Scale-Free Graph-Language Models ICLR 2025 TADA: Training-free Attribution and Out-of-Domain Detection of Audio Deepfakes Interspeech 2025 The Alchemy of Thought: Understanding In-Context Learning Through Supervised Classification IJCNLP 2025