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MBA: Mini-Batch AUC Optimization


May 31, 2018
San Gultekin, Avishek Saha, Adwait Ratnaparkhi, John Paisley

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Ultra High-Dimensional Nonlinear Feature Selection for Big Biological Data


Aug 14, 2016
Makoto Yamada, Jiliang Tang, Jose Lugo-Martinez, Ermin Hodzic, Raunak Shrestha, Avishek Saha, Hua Ouyang, Dawei Yin, Hiroshi Mamitsuka, Cenk Sahinalp, Predrag Radivojac, Filippo Menczer, Yi Chang

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* Substantially improved version of arXiv:1411.2331 

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N$^3$LARS: Minimum Redundancy Maximum Relevance Feature Selection for Large and High-dimensional Data


Nov 10, 2014
Makoto Yamada, Avishek Saha, Hua Ouyang, Dawei Yin, Yi Chang

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* arXiv admin note: text overlap with arXiv:1202.0515 

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A Geometric Algorithm for Scalable Multiple Kernel Learning


Mar 15, 2014
John Moeller, Parasaran Raman, Avishek Saha, Suresh Venkatasubramanian

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* 20 pages 

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Efficient Protocols for Distributed Classification and Optimization


Apr 16, 2012
Hal Daume III, Jeff M. Phillips, Avishek Saha, Suresh Venkatasubramanian

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Protocols for Learning Classifiers on Distributed Data


Feb 27, 2012
Hal Daume III, Jeff M. Phillips, Avishek Saha, Suresh Venkatasubramanian

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* 19 pages, 12 figures, accepted at AISTATS 2012 

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