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11/28/2022
A Critical Analysis of Classifier Selection in Learned Bloom Filters
Learned Bloom Filters, i.e., models induced from data via machine learni...
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12/13/2021
On the Choice of General Purpose Classifiers in Learned Bloom Filters: An Initial Analysis Within Basic Filters
Bloom Filters are a fundamental and pervasive data structure. Within the...
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08/28/2021
Compact representations of convolutional neural networks via weight pruning and quantization
The state-of-the-art performance for several real-world problems is curr...
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07/15/2020