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Optimizing Non-decomposable Measures with Deep Networks


Jan 31, 2018
Amartya Sanyal, Pawan Kumar, Purushottam Kar, Sanjay Chawla, Fabrizio Sebastiani

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Online Optimization Methods for the Quantification Problem


Jun 13, 2016
Purushottam Kar, Shuai Li, Harikrishna Narasimhan, Sanjay Chawla, Fabrizio Sebastiani

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* 26 pages, 6 figures. A short version of this manuscript will appear in the proceedings of the 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2016 

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Optimizing Text Quantifiers for Multivariate Loss Functions


Apr 15, 2015
Andrea Esuli, Fabrizio Sebastiani

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* In press in ACM Transactions on Knowledge Discovery from Data, 2015 

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On the Effects of Low-Quality Training Data on Information Extraction from Clinical Reports


Mar 04, 2015
Diego Marcheggiani, Fabrizio Sebastiani

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* Submitted for publication 

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Utility-Theoretic Ranking for Semi-Automated Text Classification


Mar 02, 2015
Giacomo Berardi, Andrea Esuli, Fabrizio Sebastiani

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* Forthcoming on ACM Transactions on Knowledge Discovery from Data 

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Machine Learning in Automated Text Categorization


Oct 26, 2001
Fabrizio Sebastiani

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* Accepted for publication on ACM Computing Surveys 

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