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A Critical Analysis of Classifier Selection in Learned Bloom Filters


Nov 28, 2022
Dario Malchiodi, Davide Raimondi, Giacomo Fumagalli, Raffaele Giancarlo, Marco Frasca

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On the Choice of General Purpose Classifiers in Learned Bloom Filters: An Initial Analysis Within Basic Filters


Dec 13, 2021
Giacomo Fumagalli, Davide Raimondi, Raffaele Giancarlo, Dario Malchiodi, Marco Frasca

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* ICPRAM 2022 

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Compact representations of convolutional neural networks via weight pruning and quantization


Aug 28, 2021
Giosuè Cataldo Marinò, Alessandro Petrini, Dario Malchiodi, Marco Frasca

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Compression strategies and space-conscious representations for deep neural networks


Jul 15, 2020
Giosuè Cataldo Marinò, Gregorio Ghidoli, Marco Frasca, Dario Malchiodi

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Multitask Hopfield Networks


Apr 10, 2019
Marco Frasca, Giuliano Grossi, Giorgio Valentini

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* 16 pages, 1 figures 

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Combining Cost-Sensitive Classification with Negative Selection for Protein Function Prediction


May 18, 2018
Marco Frasca, Nicolò Cesa Bianchi

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Multitask Protein Function Prediction Through Task Dissimilarity


Nov 03, 2016
Marco Frasca, Nicolò Cesa Bianchi

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* 12 pages, 5 figures 

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