Approximate Nearest Neighbor
الجار الأقرب التقريبي
خوارزميات تعثر على المتجهات الأكثر قرباً من متجه الاستعلام في فضاء عالي الأبعاد بسرعة فائقة، مع التضحية بدقة طفيفة مقابل كسب هائل في السرعة مقارنة بالبحث الشامل.
Algorithms that find the closest vectors to a query vector in high-dimensional space very quickly, trading slight accuracy for massive speed gains over exhaustive search.
Also translated asبحث الجوار التقريبي، ANN
First appears in this corpus in: Nearest Neighbor Pattern Classification (1967)
Appears in these papers
- Okapi at TREC-31994in the sky ✦
- ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT2020in the sky ✦
- ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT2020in the sky ✦
- Unsupervised Visual Representation Learning by Context Prediction2015in the sky ✦
- Dense Passage Retrieval for Open-Domain Question Answering2020in the sky ✦
- Dense Passage Retrieval for Open-Domain Question Answering2020in the sky ✦
- Billion-Scale Similarity Search with GPUs2017in the sky ✦
- Fusion-in-Decoder: Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering2021in the sky ✦
- Nearest Neighbor Pattern Classification1967in the sky ✦
- RETRO: Improving Language Models by Retrieving from Trillions of Tokens2022in the sky ✦
- Visualizing Data Using t-SNE2008in the sky ✦
- UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction2018in the sky ✦
- UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction2018in the sky ✦
- Deep Neural Networks for YouTube Recommendations2016in the sky ✦