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Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning (Technical Report)


Mar 28, 2019
Zeke Wang, Kaan Kara, Hantian Zhang, Gustavo Alonso, Onur Mutlu, Ce Zhang

* PVLDB, 2019 
* 18 pages 

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Compressive Sensing with Low Precision Data Representation: Theory and Applications


Jun 06, 2018
Nezihe Merve Gürel, Kaan Kara, Alen Stojanov, Tyler Smith, Dan Alistarh, Markus Püschel, Ce Zhang

* 33 pages, 9 figures 

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Layerwise Systematic Scan: Deep Boltzmann Machines and Beyond


Oct 09, 2017
Heng Guo, Kaan Kara, Ce Zhang

* v2: typo fixes and improved presentation 

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The ZipML Framework for Training Models with End-to-End Low Precision: The Cans, the Cannots, and a Little Bit of Deep Learning


Jun 19, 2017
Hantian Zhang, Jerry Li, Kaan Kara, Dan Alistarh, Ji Liu, Ce Zhang


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