kANNolo: Sweet and Smooth Approximate k-Nearest Neighbors Search
Fuente:
arXiv
Saved in:
| Main Authors: | Delfino, Leonardo, Erriquez, Domenico, Martinico, Silvio, Nardini, Franco Maria, Rulli, Cosimo, Venturini, Rossano |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multivector Reranking in the Era of Strong First-Stage Retrievers
by: Martinico, Silvio, et al.
Published: (2026)
by: Martinico, Silvio, et al.
Published: (2026)
Efficient Multivector Retrieval with Token-Aware Clustering and Hierarchical Indexing
by: Martinico, Silvio, et al.
Published: (2026)
by: Martinico, Silvio, et al.
Published: (2026)
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)
Pairing Clustered Inverted Indexes with kNN Graphs for Fast Approximate Retrieval over Learned Sparse Representations
by: Bruch, Sebastian, et al.
Published: (2024)
by: Bruch, Sebastian, et al.
Published: (2024)
Efficient Multi-Vector Dense Retrieval Using Bit Vectors
by: Nardini, Franco Maria, et al.
Published: (2024)
by: Nardini, Franco Maria, et al.
Published: (2024)
Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations
by: Bruch, Sebastian, et al.
Published: (2024)
by: Bruch, Sebastian, et al.
Published: (2024)
Investigating the Scalability of Approximate Sparse Retrieval Algorithms to Massive Datasets
by: Bruch, Sebastian, et al.
Published: (2025)
by: Bruch, Sebastian, et al.
Published: (2025)
Effective Inference-Free Retrieval for Learned Sparse Representations
by: Nardini, Franco Maria, et al.
Published: (2025)
by: Nardini, Franco Maria, et al.
Published: (2025)
Forward Index Compression for Learned Sparse Retrieval
by: Bruch, Sebastian, et al.
Published: (2026)
by: Bruch, Sebastian, et al.
Published: (2026)
Sparton: Fast and Memory-Efficient Triton Kernel for Learned Sparse Retrieval
by: Nguyen, Thong, et al.
Published: (2026)
by: Nguyen, Thong, et al.
Published: (2026)
A Learning-to-Rank Formulation of Clustering-Based Approximate Nearest Neighbor Search
by: Vecchiato, Thomas, et al.
Published: (2024)
by: Vecchiato, Thomas, et al.
Published: (2024)
Early Exit Strategies for Approximate k-NN Search in Dense Retrieval
by: Busolin, Francesco, et al.
Published: (2024)
by: Busolin, Francesco, et al.
Published: (2024)
Exact Nearest-Neighbor Search on Energy-Efficient FPGA Devices
by: Dazzi, Patrizio, et al.
Published: (2025)
by: Dazzi, Patrizio, et al.
Published: (2025)
Efficient Conversational Search via Topical Locality in Dense Retrieval
by: Muntean, Cristina Ioana, et al.
Published: (2025)
by: Muntean, Cristina Ioana, et al.
Published: (2025)
Learning Cluster Representatives for Approximate Nearest Neighbor Search
by: Vecchiato, Thomas
Published: (2024)
by: Vecchiato, Thomas
Published: (2024)
KScaNN: Scalable Approximate Nearest Neighbor Search on Kunpeng
by: Senkevich, Oleg, et al.
Published: (2025)
by: Senkevich, Oleg, et al.
Published: (2025)
Multiple Index Merge for Approximate Nearest Neighbor Search
by: Jing, Liuchang, et al.
Published: (2026)
by: Jing, Liuchang, et al.
Published: (2026)
Distilled Neural Networks for Efficient Learning to Rank
by: Nardini, F. M., et al.
Published: (2022)
by: Nardini, F. M., et al.
Published: (2022)
In-Place Updates of a Graph Index for Streaming Approximate Nearest Neighbor Search
by: Xu, Haike, et al.
Published: (2025)
by: Xu, Haike, et al.
Published: (2025)
WebANNS: Fast and Efficient Approximate Nearest Neighbor Search in Web Browsers
by: Liu, Mugeng, et al.
Published: (2025)
by: Liu, Mugeng, et al.
Published: (2025)
δ-EMG: A Monotonic Graph Index for Approximate Nearest Neighbor Search
by: Xiang, Liming, et al.
Published: (2025)
by: Xiang, Liming, et al.
Published: (2025)
Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study
by: Li, Mocheng, et al.
Published: (2025)
by: Li, Mocheng, et al.
Published: (2025)
Approximate Nearest Neighbor Search with Window Filters
by: Engels, Joshua, et al.
Published: (2024)
by: Engels, Joshua, et al.
Published: (2024)
Empowering Graph-based Approximate Nearest Neighbor Search with Adaptive Awareness Capabilities
by: Ruan, Jiancheng, et al.
Published: (2025)
by: Ruan, Jiancheng, et al.
Published: (2025)
Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search
by: Severo, Daniel, et al.
Published: (2025)
by: Severo, Daniel, et al.
Published: (2025)
CRouting: Reducing Expensive Distance Calls in Graph-Based Approximate Nearest Neighbor Search
by: Li, Zhenxin, et al.
Published: (2025)
by: Li, Zhenxin, et al.
Published: (2025)
Filtered Approximate Nearest Neighbor Search in Vector Databases: System Design and Performance Analysis
by: Amanbayev, Abylay, et al.
Published: (2026)
by: Amanbayev, Abylay, et al.
Published: (2026)
SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search
by: Gou, Yutong, et al.
Published: (2024)
by: Gou, Yutong, et al.
Published: (2024)
Generalized Range Filtering Approximate Nearest Neighbor Search: Containment and Overlap [Technical Report]
by: Liu, Yingfan, et al.
Published: (2026)
by: Liu, Yingfan, et al.
Published: (2026)
On Storage Neural Network Augmented Approximate Nearest Neighbor Search
by: Ikeda, Taiga, et al.
Published: (2025)
by: Ikeda, Taiga, et al.
Published: (2025)
PolyMinHash: Efficient Area-Based MinHashing of Polygons for Approximate Nearest Neighbor Search
by: Subedi, Alima, et al.
Published: (2025)
by: Subedi, Alima, et al.
Published: (2025)
Optimistic Query Routing in Clustering-based Approximate Maximum Inner Product Search
by: Bruch, Sebastian, et al.
Published: (2024)
by: Bruch, Sebastian, et al.
Published: (2024)
Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor Search
by: Deng, Liwei, et al.
Published: (2024)
by: Deng, Liwei, et al.
Published: (2024)
Efficient and Effective Retrieval of Dense-Sparse Hybrid Vectors using Graph-based Approximate Nearest Neighbor Search
by: Zhang, Haoyu, et al.
Published: (2024)
by: Zhang, Haoyu, et al.
Published: (2024)
Scalable Disk-Based Approximate Nearest Neighbor Search with Page-Aligned Graph
by: Kang, Dingyi, et al.
Published: (2025)
by: Kang, Dingyi, et al.
Published: (2025)
QPAD: Quantile-Preserving Approximate Dimension Reduction for Nearest Neighbors Preservation in High-Dimensional Vector Search
by: Fu, Jiuzhou, et al.
Published: (2025)
by: Fu, Jiuzhou, et al.
Published: (2025)
AQR-HNSW: Accelerating Approximate Nearest Neighbor Search via Density-aware Quantization and Multi-stage Re-ranking
by: Tewary, Ganap Ashit, et al.
Published: (2026)
by: Tewary, Ganap Ashit, et al.
Published: (2026)
ParlayANN: Scalable and Deterministic Parallel Graph-Based Approximate Nearest Neighbor Search Algorithms
by: Manohar, Magdalen Dobson, et al.
Published: (2023)
by: Manohar, Magdalen Dobson, et al.
Published: (2023)
Database Selection for Processing k Nearest Neighbors Queries in Distributed Environments.
by: Yu, Clement, et al.
Published: (2001)
by: Yu, Clement, et al.
Published: (2001)
JAG: Joint Attribute Graphs for Filtered Nearest Neighbor Search
by: Xu, Haike, et al.
Published: (2026)
by: Xu, Haike, et al.
Published: (2026)
Similar Items
-
Multivector Reranking in the Era of Strong First-Stage Retrievers
by: Martinico, Silvio, et al.
Published: (2026) -
Efficient Multivector Retrieval with Token-Aware Clustering and Hierarchical Indexing
by: Martinico, Silvio, et al.
Published: (2026) -
Efficient Sketching and Nearest Neighbor Search Algorithms for Sparse Vector Sets
by: Bruch, Sebastian, et al.
Published: (2025) -
Pairing Clustered Inverted Indexes with kNN Graphs for Fast Approximate Retrieval over Learned Sparse Representations
by: Bruch, Sebastian, et al.
Published: (2024) -
Efficient Multi-Vector Dense Retrieval Using Bit Vectors
by: Nardini, Franco Maria, et al.
Published: (2024)