14 citations · 30 across the 9 of their papers we have counts for
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stat.ML2021
C-OPH: Improving the Accuracy of One Permutation Hashing (OPH) with Circulant Permutations
Xiaoyun Li, Ping Li
Minwise hashing (MinHash) is a classical method for efficiently estimating the Jaccrad similarity in massive binary (0/1) data. To generate hash values for each data vector, th…
stat.ML2021★ 2 cited
C-MinHash: Rigorously Reducing Permutations to Two
Xiaoyun Li, Ping Li
Minwise hashing (MinHash) is an important and practical algorithm for generating random hashes to approximate the Jaccard (resemblance) similarity in massive binary (0/1) data. The…
stat.ML2021★ 1 cited
Quantization Algorithms for Random Fourier Features
Xiaoyun Li, Ping Li
The method of random projection (RP) is the standard technique in machine learning and many other areas, for dimensionality reduction, approximate near neighbor search, compressed…