Nearest neighbor search on embeddings rapidly identifies distant protein relations.
Konstantin SchützeMichael HeinzingerMartin SteineggerBurkhard RostPublished in: Frontiers Bioinform. (2022)
Keyphrases
- nearest neighbor search
- nearest neighbor
- high dimensional
- sequential search
- feature space
- image retrieval
- fractal image compression
- low dimensional
- similarity search
- memory based learning
- kd trees
- exhaustive search
- cost model
- locality sensitive hashing
- metric space
- high dimensional data
- vector space
- search methods
- manhattan distance
- kd tree
- index structure
- dimensionality reduction
- query optimization
- hash functions
- machine learning
- distance function
- optimization problems
- feature extraction
- face recognition