Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Mahum Naseer

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 

  Access Paper or Ask Questions

FANNet: Formal Analysis of Noise Tolerance, Training Bias and Input Sensitivity in Neural Networks

Dec 03, 2019
Mahum Naseer, Mishal Fatima Minhas, Faiq Khalid, Muhammad Abdullah Hanif, Osman Hasan, Muhammad Shafique

* To appear at the 23rd Design, Automation and Test in Europe (DATE 2020). Grenoble, France 

  Access Paper or Ask Questions