nearest neighbor search - Robuta Search

https://openreview.net/forum?id=OoNmOfYVhEU TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s | OpenReview Novel nearest neighbor search algorithm achieving TPU peak performance with recall guarantee. k nearest neighbor tpu knn https://openreview.net/forum?id=dILIRHcYvC Learning Filter-Aware Distance Metrics for Nearest Neighbor Search with Multiple Filters |... Filtered Approximate Nearest Neighbor (ANN) search retrieves the closest vectors for a query vector from a dataset. It enforces that a specified set of... nearest neighbor search https://arxiv.org/abs/2508.16263 [2508.16263] Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental... Abstract page for arXiv paper 2508.16263: Attribute Filtering in Approximate Nearest Neighbor Search: An In-depth Experimental Study nearest neighbor search https://www.amazon.science/blog/more-reliable-nearest-neighbor-search-with-deep-metric-learning/ More reliable nearest-neighbor search with deep metric learning - Amazon Science May 31, 2024 - Novel loss term that can be added to any loss function regularizes interclass and intraclass distances. nearest neighbor search more reliable metric learning https://openreview.net/forum?id=7flSQgZ4RT Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits | OpenReview There has been significant recent interest in graph-based nearest neighbor search methods, many of which are centered on the construction of (approximately)... nearest neighbor search high dimensional https://www.elastic.co/es/blog/introducing-approximate-nearest-neighbor-search-in-elasticsearch-8-0 Introducing approximate nearest neighbor search in Elasticsearch 8.0 | Elastic Blog Elasticsearch 8.0 improves the scalability of vector search with the introduction of fast approximate nearest neighbor (ANN) search. Read on to learn about... nearest neighbor search 8 0 introducing approximate https://openreview.net/forum?id=116kjHx1MF A Bi-metric Framework for Efficient Nearest Neighbor Search | OpenReview We propose a new ``bi-metric'' framework for designing nearest neighbor data structures. Our framework assumes two dissimilarity functions: a **ground-truth**... nearest neighbor search bi metric framework efficient https://openreview.net/forum?id=nXAlM7xci6 Scaling Laws for Nearest Neighbor Search | OpenReview This paper investigates the scaling laws that characterize the performance of various nearest neighbor search algorithms across a number of operational... nearest neighbor search scaling laws openreview https://openreview.net/forum?id=yQcFniousM Pacmann: Efficient Private Approximate Nearest Neighbor Search | OpenReview We propose a new private Approximate Nearest Neighbor (ANN) search scheme named Pacmann that allows a client to perform ANN search in a vector database without... nearest neighbor search efficient private approximate openreview https://openreview.net/forum?id=QvIvWMaQdX SOAR: Improved Indexing for Approximate Nearest Neighbor Search | OpenReview This paper introduces SOAR: **S**pilling with **O**rthogonality-**A**mplified **R**esiduals, a novel data indexing technique for approximate nearest neighbor... nearest neighbor search soar improved indexing approximate