Graph-based Nearest Neighbors with Dynamic Updates via Random Walks
Fuente:
arXiv
Saved in:
| Main Authors: | Mishra, Nina, Naamad, Yonatan, Wagner, Tal, Zhang, Lichen |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
New Bounds for Kernel Sums via Fast Spherical Embeddings
by: Wagner, Tal
Published: (2026)
by: Wagner, Tal
Published: (2026)
Efficient Data Shapley for Weighted Nearest Neighbor Algorithms
by: Wang, Jiachen T., et al.
Published: (2024)
by: Wang, Jiachen T., et al.
Published: (2024)
Efficient Banzhaf-Based Data Valuation for $k$-Nearest Neighbors Classification
by: Zhang, Guangyi, et al.
Published: (2026)
by: Zhang, Guangyi, et al.
Published: (2026)
Graph-Based Nearest-Neighbor Search without the Spread
by: Giliberti, Jeff, et al.
Published: (2026)
by: Giliberti, Jeff, et al.
Published: (2026)
Sublinear Sketches for Approximate Nearest Neighbor and Kernel Density Estimation
by: Danait, Ved, et al.
Published: (2025)
by: Danait, Ved, et al.
Published: (2025)
SpEx: A Spectral Approach to Explainable Clustering
by: Argov, Tal, et al.
Published: (2025)
by: Argov, Tal, et al.
Published: (2025)
Log-concave Sampling from a Convex Body with a Barrier: a Robust and Unified Dikin Walk
by: Gu, Yuzhou, et al.
Published: (2024)
by: Gu, Yuzhou, et al.
Published: (2024)
Approximate Nearest Neighbor Search with Window Filters
by: Engels, Joshua, et al.
Published: (2024)
by: Engels, Joshua, et al.
Published: (2024)
Positional LSH: Binary Block Matrix Approximation for Attention with Linear Biases
by: Wolfson, Daniel, et al.
Published: (2026)
by: Wolfson, Daniel, et al.
Published: (2026)
Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits
by: Diwan, Haya, et al.
Published: (2024)
by: Diwan, Haya, et al.
Published: (2024)
Discovering Data Structures: Nearest Neighbor Search and Beyond
by: Salemohamed, Omar, et al.
Published: (2024)
by: Salemohamed, Omar, et al.
Published: (2024)
Quantization for Vector Search under Streaming Updates
by: Aden-Ali, Ishaq, et al.
Published: (2025)
by: Aden-Ali, Ishaq, et al.
Published: (2025)
Distance Adaptive Beam Search for Provably Accurate Graph-Based Nearest Neighbor Search
by: Al-Jazzazi, Yousef, et al.
Published: (2025)
by: Al-Jazzazi, Yousef, et al.
Published: (2025)
Learning from End User Data with Shuffled Differential Privacy over Kernel Densities
by: Wagner, Tal
Published: (2025)
by: Wagner, Tal
Published: (2025)
Efficient Sketching and Nearest Neighbor Search Algorithms for Sparse Vector Sets
by: Bruch, Sebastian, et al.
Published: (2025)
by: Bruch, Sebastian, et al.
Published: (2025)
PECANN: Parallel Efficient Clustering with Graph-Based Approximate Nearest Neighbor Search
by: Yu, Shangdi, et al.
Published: (2023)
by: Yu, Shangdi, et al.
Published: (2023)
Improved Algorithms for Kernel Matrix-Vector Multiplication Under Sparsity Assumptions
by: Indyk, Piotr, et al.
Published: (2025)
by: Indyk, Piotr, et al.
Published: (2025)
Sparse Navigable Graphs for Nearest Neighbor Search: Algorithms and Hardness
by: Khanna, Sanjeev, et al.
Published: (2025)
by: Khanna, Sanjeev, et al.
Published: (2025)
Fast-Convergent Proximity Graphs for Approximate Nearest Neighbor Search
by: Li, Binhong, et al.
Published: (2025)
by: Li, Binhong, et al.
Published: (2025)
Dynamic Correlation Clustering in Sublinear Update Time
by: Cohen-Addad, Vincent, et al.
Published: (2024)
by: Cohen-Addad, Vincent, et al.
Published: (2024)
John Ellipsoids via Lazy Updates
by: Woodruff, David P., et al.
Published: (2025)
by: Woodruff, David P., et al.
Published: (2025)
Probabilistic Routing for Graph-Based Approximate Nearest Neighbor Search
by: Lu, Kejing, et al.
Published: (2024)
by: Lu, Kejing, et al.
Published: (2024)
Low Rank Matrix Completion via Robust Alternating Minimization in Nearly Linear Time
by: Gu, Yuzhou, et al.
Published: (2023)
by: Gu, Yuzhou, et al.
Published: (2023)
Fully Dynamic Adversarially Robust Correlation Clustering in Polylogarithmic Update Time
by: Braverman, Vladimir, et al.
Published: (2024)
by: Braverman, Vladimir, et al.
Published: (2024)
SVD Provably Denoises Nearest Neighbor Data
by: Kannan, Ravindran, et al.
Published: (2026)
by: Kannan, Ravindran, et al.
Published: (2026)
HENN: A Hierarchical Epsilon Net Navigation Graph for Approximate Nearest Neighbor Search
by: Dehghankar, Mohsen, et al.
Published: (2025)
by: Dehghankar, Mohsen, et al.
Published: (2025)
Correlation Clustering Algorithm for Dynamic Complete Signed Graphs: An Index-based Approach
by: Shakiba, Ali
Published: (2023)
by: Shakiba, Ali
Published: (2023)
Sparse Neighborhood Graph-Based Approximate Nearest Neighbor Search Revisited: Theoretical Analysis and Optimization
by: Ma, Xinran, et al.
Published: (2025)
by: Ma, Xinran, et al.
Published: (2025)
Sublinear Time Quantum Sensitivity Sampling
by: Song, Zhao, et al.
Published: (2025)
by: Song, Zhao, et al.
Published: (2025)
Private Edge Density Estimation for Random Graphs: Optimal, Efficient and Robust
by: Chen, Hongjie, et al.
Published: (2024)
by: Chen, Hongjie, et al.
Published: (2024)
Sublinear Time Quantum Algorithm for Attention Approximation
by: Song, Zhao, et al.
Published: (2026)
by: Song, Zhao, et al.
Published: (2026)
Improving LSH via Tensorized Random Projection
by: Verma, Bhisham Dev, et al.
Published: (2024)
by: Verma, Bhisham Dev, et al.
Published: (2024)
Efficient Algorithms for Adversarially Robust Approximate Nearest Neighbor Search
by: Andoni, Alexandr, et al.
Published: (2026)
by: Andoni, Alexandr, et al.
Published: (2026)
Unleashing Graph Partitioning for Large-Scale Nearest Neighbor Search
by: Gottesbüren, Lars, et al.
Published: (2024)
by: Gottesbüren, Lars, et al.
Published: (2024)
Dynamic Similarity Graph Construction with Kernel Density Estimation
by: Laenen, Steinar, et al.
Published: (2025)
by: Laenen, Steinar, et al.
Published: (2025)
Faster Graph Embeddings via Coarsening
by: Fahrbach, Matthew, et al.
Published: (2020)
by: Fahrbach, Matthew, et al.
Published: (2020)
Estimating Random-Walk Probabilities in Directed Graphs
by: Bertram, Christian, et al.
Published: (2025)
by: Bertram, Christian, et al.
Published: (2025)
Bypassing the Noisy Parity Barrier: Learning Higher-Order Markov Random Fields from Dynamics
by: Gaitonde, Jason, et al.
Published: (2024)
by: Gaitonde, Jason, et al.
Published: (2024)
The Marked Edge Walk: A Novel MCMC Algorithm for Sampling of Graph Partitions
by: McWhorter, Atticus, et al.
Published: (2025)
by: McWhorter, Atticus, et al.
Published: (2025)
Prune, Don't Rebuild: Efficiently Tuning $α$-Reachable Graphs for Nearest Neighbor Search
by: Zhang, Tian, et al.
Published: (2026)
by: Zhang, Tian, et al.
Published: (2026)
Similar Items
-
New Bounds for Kernel Sums via Fast Spherical Embeddings
by: Wagner, Tal
Published: (2026) -
Efficient Data Shapley for Weighted Nearest Neighbor Algorithms
by: Wang, Jiachen T., et al.
Published: (2024) -
Efficient Banzhaf-Based Data Valuation for $k$-Nearest Neighbors Classification
by: Zhang, Guangyi, et al.
Published: (2026) -
Graph-Based Nearest-Neighbor Search without the Spread
by: Giliberti, Jeff, et al.
Published: (2026) -
Sublinear Sketches for Approximate Nearest Neighbor and Kernel Density Estimation
by: Danait, Ved, et al.
Published: (2025)