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Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead

Jan 04, 2021
Muhammad Shafique, Mahum Naseer, Theocharis Theocharides, Christos Kyrkou, Onur Mutlu, Lois Orosa, Jungwook Choi

* IEEE Design and Test (Volume: 37, Issue: 2, April 2020): 30-57 
* Final version appears in https://ieeexplore.ieee.org/document/8979377 

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EDEN: Enabling Energy-Efficient, High-Performance Deep Neural Network Inference Using Approximate DRAM

Oct 12, 2019
Skanda Koppula, Lois Orosa, Abdullah Giray Yağlıkçı, Roknoddin Azizi, Taha Shahroodi, Konstantinos Kanellopoulos, Onur Mutlu

* This work is to appear at MICRO 2019 

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