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03/27/2022
mdx: A Cloud Platform for Supporting Data Science and Cross-Disciplinary Research Collaborations
The growing amount of data and advances in data science have created a n...
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02/08/2018
Statistical Learnability of Generalized Additive Models based on Total Variation Regularization
A generalized additive model (GAM, Hastie and Tibshirani (1987)) is a no...
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11/07/2017
Grafting for Combinatorial Boolean Model using Frequent Itemset Mining
This paper introduces the combinatorial Boolean model (CBM), which is de...
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04/16/2016
DS-MLR: Exploiting Double Separability for Scaling up Distributed Multinomial Logistic Regression
Scaling multinomial logistic regression to datasets with very large numb...
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06/09/2015