Search Results for author: Kapil Vaidya

Found 3 papers, 0 papers with code

Bounding the Last Mile: Efficient Learned String Indexing

no code implementations29 Nov 2021 Benjamin Spector, Andreas Kipf, Kapil Vaidya, Chi Wang, Umar Farooq Minhas, Tim Kraska

RSS achieves this by using the minimal string prefix to sufficiently distinguish the data unlike most learned approaches which index the entire string.

Partitioned Learned Bloom Filters

no code implementations ICLR 2021 Kapil Vaidya, Eric Knorr, Michael Mitzenmacher, Tim Kraska

Bloom filters are space-efficient probabilistic data structures that are used to test whether an element is a member of a set, and may return false positives.

Partitioned Learned Bloom Filter

no code implementations5 Jun 2020 Kapil Vaidya, Eric Knorr, Tim Kraska, Michael Mitzenmacher

Bloom filters are space-efficient probabilistic data structures that are used to test whether an element is a member of a set, and may return false positives.

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