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15

JMLR
2012

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Scaling up Kernel SVM on Limited Resources: A Low-rank Linearization Approach

11 years 7 months ago

Scaling up Kernel SVM on Limited Resources: A Low-rank Linearization Approach

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Kai Zhang, Liang Lan, Zhuang Wang, Fabian Moerchen

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18

JMLR
2012

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High-dimensional Sparse Inverse Covariance Estimation using Greedy Methods

11 years 7 months ago

High-dimensional Sparse Inverse Covariance Estimation using Greedy Methods

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Christopher C. Johnson, Ali Jalali, Pradeep D. Rav...

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13

JMLR
2012

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MULTIBOOST: A Multi-purpose Boosting Package

11 years 7 months ago

MULTIBOOST: A Multi-purpose Boosting Package

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Djalel Benbouzid, Róbert Busa-Fekete, Norma...

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23

JMLR
2012

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Consistency and Rates for Clustering with DBSCAN

11 years 7 months ago

Consistency and Rates for Clustering with DBSCAN

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We propose a simple and eﬃcient modiﬁcation of the popular DBSCAN clustering algorithm. This modiﬁcation is able to detect the most interesting vertical threshold level in a...

Bharath K. Sriperumbudur, Ingo Steinwart

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22

JMLR
2012

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NIMFA: A Python Library for Nonnegative Matrix Factorization

11 years 7 months ago

NIMFA: A Python Library for Nonnegative Matrix Factorization

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NIMFA is an open-source Python library that provides a uniﬁed interface to nonnegative matrix factorization algorithms. It includes implementations of state-of-the-art factoriza...

Marinka Zitnik, Blaz Zupan

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