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cs.LG2021
On the Choice of General Purpose Classifiers in Learned Bloom Filters: An Initial Analysis Within Basic Filters
Giacomo Fumagalli, Davide Raimondi, Raffaele Giancarlo +2
Bloom Filters are a fundamental and pervasive data structure. Within the growing area of Learned Data Structures, several Learned versions of Bloom Filters have been considered, yi…
cs.LG2021★ 3 cited
Compact representations of convolutional neural networks via weight pruning and quantization
Giosuè Cataldo Marinò, Alessandro Petrini, Dario Malchiodi +1
The state-of-the-art performance for several real-world problems is currently reached by convolutional neural networks (CNN). Such learning models exploit recent results in the fie…