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LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms


Apr 20, 2019
Vinod Kumar Chauhan, Anuj Sharma, Kalpana Dahiya

* 5 page JMLR library format, 4 figures. Library available as open source for download at: https://github.com/jmdvinodjmd/LIBS2ML 

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Stochastic Trust Region Inexact Newton Method for Large-scale Machine Learning


Dec 26, 2018
Vinod Kumar Chauhan, Anuj Sharma, Kalpana Dahiya


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Faster Learning by Reduction of Data Access Time


Jul 25, 2018
Vinod Kumar Chauhan, Anuj Sharma, Kalpana Dahiya

* Applied Intelligence, Springer, 2018 
* 80 figures, final journal version 

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SAAGs: Biased Stochastic Variance Reduction Methods


Jul 24, 2018
Vinod Kumar Chauhan, Anuj Sharma, Kalpana Dahiya

* 66 figures 

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