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There is now a CONTENT FREEZE for Mercury while we switch to a new platform. It began on Friday, March 10 at 6pm and will end on Wednesday, March 15 at noon. No new content can be created during this time, but all material in the system as of the beginning of the freeze will be migrated to the new platform, including users and groups. Functionally the new site is identical to the old one. webteam@gatech.edu
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ARC-TRIAD Colloquium
Michael Mitzenmacher
Monday, November 26, 2018
Klaus 1116 East – 11:00 am
Title: Bloom Filters, Cuckoo Hashing, Cuckoo Filters, Adaptive Cuckoo Filters, and Learned Bloom Filters
Abstract: I will go over some of my past and present work on hashing-based data structures. After presenting some background on Bloom filters and cuckoo hashing, we will describe cuckoo filters, an efficient data structure for approximate set membership that improves on the well-known Bloom filter. We then discuss recent work on how to make cuckoo filters adaptive in response to false positives, which can be important for many practical problems. Finally, I will present some very recent work on how to possibly improve Bloom filters and related data structures using machine learning techniques.
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Videos of recent talks are available at: https://smartech.gatech.edu/handle/1853/46836
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