Explaining the Success of Nearest Neighbor Methods in Prediction
Fuente:
arXiv
Guardado en:
| Autores principales: | Chen, George H., Shah, Devavrat |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Explaining k-Nearest Neighbors: Abductive and Counterfactual Explanations
por: Barceló, Pablo, et al.
Publicado: (2025)
por: Barceló, Pablo, et al.
Publicado: (2025)
$k$-SVD with Gradient Descent
por: Jedra, Yassir, et al.
Publicado: (2025)
por: Jedra, Yassir, et al.
Publicado: (2025)
Human Expertise in Algorithmic Prediction
por: Alur, Rohan, et al.
Publicado: (2024)
por: Alur, Rohan, et al.
Publicado: (2024)
Online Consistency of the Nearest Neighbor Rule
por: Dasgupta, Sanjoy, et al.
Publicado: (2024)
por: Dasgupta, Sanjoy, et al.
Publicado: (2024)
Variational Nearest Neighbor Gaussian Process
por: Wu, Luhuan, et al.
Publicado: (2022)
por: Wu, Luhuan, et al.
Publicado: (2022)
Nearest Neighbor Dirichlet Mixtures
por: Chattopadhyay, Shounak, et al.
Publicado: (2020)
por: Chattopadhyay, Shounak, et al.
Publicado: (2020)
A Novel Pseudo Nearest Neighbor Classification Method Using Local Harmonic Mean Distance
por: Chen, Junzhuo, et al.
Publicado: (2024)
por: Chen, Junzhuo, et al.
Publicado: (2024)
Synthetic Survival Control: Extending Synthetic Controls for "When-If" Decision
por: Han, Jessy Xinyi, et al.
Publicado: (2025)
por: Han, Jessy Xinyi, et al.
Publicado: (2025)
Nearest Neighbor Sampling for Covariate Shift Adaptation
por: Portier, François, et al.
Publicado: (2023)
por: Portier, François, et al.
Publicado: (2023)
On adversarial training and the 1 Nearest Neighbor classifier
por: Hagai, Amir, et al.
Publicado: (2024)
por: Hagai, Amir, et al.
Publicado: (2024)
Minimax Optimal Q Learning with Nearest Neighbors
por: Zhao, Puning, et al.
Publicado: (2023)
por: Zhao, Puning, et al.
Publicado: (2023)
Learnability with Partial Labels and Adaptive Nearest Neighbors
por: Errandonea, Nicolas A., et al.
Publicado: (2026)
por: Errandonea, Nicolas A., et al.
Publicado: (2026)
Differentiable Folding for Nearest Neighbor Model Optimization
por: Krueger, Ryan K., et al.
Publicado: (2025)
por: Krueger, Ryan K., et al.
Publicado: (2025)
Panorama: Fast-Track Nearest Neighbors
por: Ramani, Vansh, et al.
Publicado: (2025)
por: Ramani, Vansh, et al.
Publicado: (2025)
SOAR: Improved Indexing for Approximate Nearest Neighbor Search
por: Sun, Philip, et al.
Publicado: (2024)
por: Sun, Philip, et al.
Publicado: (2024)
A Universal Nearest-Neighbor Estimator for Intrinsic Dimensionality
por: Ong, Eng-Jon, et al.
Publicado: (2026)
por: Ong, Eng-Jon, et al.
Publicado: (2026)
UMAP Is Spectral Clustering on the Fuzzy Nearest-Neighbor Graph
por: Yang, Yang
Publicado: (2026)
por: Yang, Yang
Publicado: (2026)
Learning Counterfactual Distributions via Kernel Nearest Neighbors
por: Choi, Kyuseong, et al.
Publicado: (2024)
por: Choi, Kyuseong, et al.
Publicado: (2024)
Causal Inference with Categorical Unobserved Confounder via Mixture Learning
por: Saha, Aytijhya, et al.
Publicado: (2026)
por: Saha, Aytijhya, et al.
Publicado: (2026)
Synthetic Interventions
por: Agarwal, Anish, et al.
Publicado: (2020)
por: Agarwal, Anish, et al.
Publicado: (2020)
Nearest Neighbor Multivariate Time Series Forecasting
por: Zhang, Huiliang, et al.
Publicado: (2025)
por: Zhang, Huiliang, et al.
Publicado: (2025)
Fast and Multiphase Rates for Nearest Neighbor Classifiers
por: Yang, Pengkun, et al.
Publicado: (2023)
por: Yang, Pengkun, et al.
Publicado: (2023)
Nearest-Neighbor Radii under Dependent Sampling
por: Gao, Yuanyuan, et al.
Publicado: (2026)
por: Gao, Yuanyuan, et al.
Publicado: (2026)
A Causal Inference Framework for Data Rich Environments
por: Abadie, Alberto, et al.
Publicado: (2025)
por: Abadie, Alberto, et al.
Publicado: (2025)
Nearest Neighbor Representations of Neurons
por: Kilic, Kordag Mehmet, et al.
Publicado: (2024)
por: Kilic, Kordag Mehmet, et al.
Publicado: (2024)
Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors
por: Pei, Qizhi, et al.
Publicado: (2024)
por: Pei, Qizhi, et al.
Publicado: (2024)
Adaptively-weighted Nearest Neighbors for Matrix Completion
por: Sadhukhan, Tathagata, et al.
Publicado: (2025)
por: Sadhukhan, Tathagata, et al.
Publicado: (2025)
Neighborhood Stability as a Measure of Nearest Neighbor Searchability
por: Vecchiato, Thomas, et al.
Publicado: (2026)
por: Vecchiato, Thomas, et al.
Publicado: (2026)
Exploring the Meaningfulness of Nearest Neighbor Search in High-Dimensional Space
por: Chen, Zhonghan, et al.
Publicado: (2024)
por: Chen, Zhonghan, et al.
Publicado: (2024)
Nearest-Neighbor Density Estimation for Dependency Suppression
por: Anderson, Kathleen, et al.
Publicado: (2026)
por: Anderson, Kathleen, et al.
Publicado: (2026)
Distributional Matrix Completion via Nearest Neighbors in the Wasserstein Space
por: Feitelberg, Jacob, et al.
Publicado: (2024)
por: Feitelberg, Jacob, et al.
Publicado: (2024)
Consistency of the $k$-Nearest Neighbor Regressor under Complex Survey Designs
por: Hasler, Caren
Publicado: (2026)
por: Hasler, Caren
Publicado: (2026)
Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph
por: Fu, Cong, et al.
Publicado: (2017)
por: Fu, Cong, et al.
Publicado: (2017)
Exploiting Observation Bias to Improve Matrix Completion
por: Jedra, Yassir, et al.
Publicado: (2023)
por: Jedra, Yassir, et al.
Publicado: (2023)
Federated Optimization of Smooth Loss Functions
por: Jadbabaie, Ali, et al.
Publicado: (2022)
por: Jadbabaie, Ali, et al.
Publicado: (2022)
Efficient Data Shapley for Weighted Nearest Neighbor Algorithms
por: Wang, Jiachen T., et al.
Publicado: (2024)
por: Wang, Jiachen T., et al.
Publicado: (2024)
Nearest Neighbor Representations of Neural Circuits
por: Kilic, Kordag Mehmet, et al.
Publicado: (2024)
por: Kilic, Kordag Mehmet, et al.
Publicado: (2024)
Approximate Nearest Neighbor Search with Window Filters
por: Engels, Joshua, et al.
Publicado: (2024)
por: Engels, Joshua, et al.
Publicado: (2024)
Angular Dispersion Accelerates $k$-Nearest Neighbors Machine Translation
por: Tokarchuk, Evgeniia, et al.
Publicado: (2025)
por: Tokarchuk, Evgeniia, et al.
Publicado: (2025)
Test-Time Training on Nearest Neighbors for Large Language Models
por: Hardt, Moritz, et al.
Publicado: (2023)
por: Hardt, Moritz, et al.
Publicado: (2023)
Ejemplares similares
-
Explaining k-Nearest Neighbors: Abductive and Counterfactual Explanations
por: Barceló, Pablo, et al.
Publicado: (2025) -
$k$-SVD with Gradient Descent
por: Jedra, Yassir, et al.
Publicado: (2025) -
Human Expertise in Algorithmic Prediction
por: Alur, Rohan, et al.
Publicado: (2024) -
Online Consistency of the Nearest Neighbor Rule
por: Dasgupta, Sanjoy, et al.
Publicado: (2024) -
Variational Nearest Neighbor Gaussian Process
por: Wu, Luhuan, et al.
Publicado: (2022)