An Empirical Comparison of FAISS and FENSHSES for Nearest Neighbor Search in Hamming Space.
Cun MuBinwei YangPublished in: eCOM@SIGIR (2019)
Keyphrases
- nearest neighbor search
- hamming space
- hashing methods
- hash functions
- high dimensional
- similarity search
- nearest neighbor
- hamming distance
- locality sensitive hashing
- feature space
- cost model
- search methods
- binary codes
- image retrieval
- metric space
- exhaustive search
- low dimensional
- data distribution
- high dimensional data
- pattern recognition
- machine learning