🔍 Vector Search Algorithms - friedrice · Scour

When More Cores Hurts: The Vector Database Scaling Paradox in HPC

📌Embedding Retrieval Academic

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ColBERTSaR: Sparsified ColBERT Index via Product Quantization

🔎Inverted Index Academic

Aperon Technical Report: Hierarchical No-Pointer Tangent-Local Search for High-Dimensional Approximate Nearest Neighbors

🎯Vector Search Academic

Flash-GMM: A Memory-Efficient Kernel for Scalable Soft Clustering

📇Vector Indexing Academic

Puffin-Backed Vector Indexes: Attaching Approximate Nearest Neighbor Indexes to Apache Iceberg Snapshots for Compute-Disaggregated Query Engines

🧊Iceberg Academic

ASH: Asymmetric Scalar Hashing With Learned Dimensionality Reduction for High-Fidelity Vector Quantization

🗂️Vector Indexes Academic

LLM-Guided ANN Index Optimization for Human-Object Interaction Retrieval

📌Embedding Retrieval Academic

ANN Search: Recall What Matters

📏ANN Benchmarks Academic

Bridging the Semantic-Collaborative Gap: An Asymmetric Graph Architecture for Cold-Start Item Recommendation

📌Embedding Retrieval Academic

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