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A Survey of Learned Indexes for the Multi-dimensional Space
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Outgoing claims: the papers this work cites, builds on, or argues with.
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Summary cache: a scalable wide-area Web cache sharing protocol
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Machine Learning for Data Management: A System View
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Efficient Index Learning via Model Reuse and Fine-tuning
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A Fast Hybrid Spatial Index with External Memory Support
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Machine Learning Meets Big Spatial Data (Revised)
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Database Meets Artificial Intelligence: A Survey
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Data Management for Machine Learning: A Survey
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A Learned Index for Exact Similarity Search in Metric Spaces
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The Quadtree and Related Hierarchical Data Structures
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Machine learning meets big spatial data
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Effectively learning spatial indices
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Stable learned bloom filters for data streams
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Updatable learned index with precise positions
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New trends in high-D vector similarity search
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A critical analysis of recursive model indexes
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Learned Index: A Comprehensive Experimental Evaluation
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Towards Designing and Learning Piecewise Space-Filling Curves
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LMSFC: A Novel Multidimensional Index Based on Learned Monotonic Space Filling Curves
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Sieve: A Learned Data-Skipping Index for Data Analytics
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SLBRIN: A Spatial Learned Index Based on BRIN
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TALI: An Update-Distribution-Aware Learned Index for Social Media Data
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CARMI: A Cache-Aware Learned Index with a Cost-based Construction Algorithm
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Interpolation-friendly B-trees: Bridging the Gap Between Algorithmic and Learned Indexes
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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LINDAS: a learned approach to index algorithm selection
inferred← citeshttps://doi.org/10.1007/s10844-025-01012-9openalex-snapshot
$$\text {SPL}^{index}$$: A spatial polygon learned index (extended version)
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Machine learning in modern database systems: Techniques, architectures, and deployment challenges
inferred← citeshttps://doi.org/10.1016/j.envsoft.2026.107077openalex-snapshot
Global structure-aware R-Tree: a spatial indexing mechanism using deep reinforcement learning and self-play
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MQRLD: A multimodal data retrieval platform with query-aware feature representation and learned index based on data lake
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Accelerating string search: A microarchitecture-aware index for variable-length data
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Learning-Based Adaptive Index Optimization for Distributed Enterprise Search Systems
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Efficient Distance Queries on Non-point Data
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Query Processing Tradeoffs over an ML-Enhanced R-tree
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Indexing meets machine learning: a systematic literature review of learned indexes
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Index Analysis Agent: Explainable Multi-Signal Risk Scoring for Enterprise Oracle Index Governance
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PostGIS-powered proximity queries: implementation and Google Maps visualization
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