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Ben Landrum

2 accepted papers

2025

Results of the Big ANN: NeurIPS’23 competition

NeurIPS 2025poster

The 2023 Big ANN Challenge, held at NeurIPS 2023, focused on advancing the state-of-the-art in indexing data structures and search algorithms for practical variants of Approximate Nearest Neighbor (ANN) search that reflect its the growing complexity and diversity of workloads. Unlike prior challenge…

Cited by 0SourcecodeScholar
2024

Approximate Nearest Neighbor Search with Window Filters

ICML 2024poster

We define and investigate the problem of *c-approximate window search*: approximate nearest neighbor search where each point in the dataset has a numeric label, and the goal is to find nearest neighbors to queries within arbitrary label ranges. Many semantic search problems, such as image and docume…