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Picture for Alireza Bagheri Garakani

Multi-objective Ranking via Constrained Optimization


Feb 13, 2020
Michinari Momma, Alireza Bagheri Garakani, Nanxun Ma, Yi Sun


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Kernel Approximation Methods for Speech Recognition


Jan 13, 2017
Avner May, Alireza Bagheri Garakani, Zhiyun Lu, Dong Guo, Kuan Liu, Aurélien Bellet, Linxi Fan, Michael Collins, Daniel Hsu, Brian Kingsbury, Michael Picheny, Fei Sha


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A Comparison between Deep Neural Nets and Kernel Acoustic Models for Speech Recognition


Mar 18, 2016
Zhiyun Lu, Dong Guo, Alireza Bagheri Garakani, Kuan Liu, Avner May, Aurelien Bellet, Linxi Fan, Michael Collins, Brian Kingsbury, Michael Picheny, Fei Sha

* arXiv admin note: text overlap with arXiv:1411.4000 

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How to Scale Up Kernel Methods to Be As Good As Deep Neural Nets


Jun 17, 2015
Zhiyun Lu, Avner May, Kuan Liu, Alireza Bagheri Garakani, Dong Guo, Aurélien Bellet, Linxi Fan, Michael Collins, Brian Kingsbury, Michael Picheny, Fei Sha


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A Distributed Frank-Wolfe Algorithm for Communication-Efficient Sparse Learning


Jan 12, 2015
Aurélien Bellet, Yingyu Liang, Alireza Bagheri Garakani, Maria-Florina Balcan, Fei Sha

* Extended version of the SIAM Data Mining 2015 paper 

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