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 Sahib Singh

WeightScale: Interpreting Weight Change in Neural Networks


Jul 07, 2021
Ayush Manish Agrawal, Atharva Tendle, Harshvardhan Sikka, Sahib Singh

* 9 pages, 8 figures. arXiv admin note: text overlap with arXiv:2011.06735 

  Access Paper or Ask Questions

Why is Pruning at Initialization Immune to Reinitializing and Shuffling?


Jul 05, 2021
Sahib Singh, Rosanne Liu

* 6 pages, 2 figures 

  Access Paper or Ask Questions

Using Anomaly Feature Vectors for Detecting, Classifying and Warning of Outlier Adversarial Examples


Jul 01, 2021
Nelson Manohar-Alers, Ryan Feng, Sahib Singh, Jiguo Song, Atul Prakash

* ICML 2021 workshop on A Blessing in Disguise: The Prospects and Perils of Adversarial Machine Learning 

  Access Paper or Ask Questions

Benchmarking Differential Privacy and Federated Learning for BERT Models


Jun 26, 2021
Priyam Basu, Tiasa Singha Roy, Rakshit Naidu, Zumrut Muftuoglu, Sahib Singh, Fatemehsadat Mireshghallah

* 4 pages, 3 tables, 1 figure 

  Access Paper or Ask Questions

DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy?


Jun 22, 2021
Archit Uniyal, Rakshit Naidu, Sasikanth Kotti, Sahib Singh, Patrik Joslin Kenfack, Fatemehsadat Mireshghallah, Andrew Trask

* 4 pages, 3 images 

  Access Paper or Ask Questions

Investigating Learning in Deep Neural Networks using Layer-Wise Weight Change


Dec 01, 2020
Ayush Manish Agrawal, Atharva Tendle, Harshvardhan Sikka, Sahib Singh, Amr Kayid

* 14 pages, 20 figures 

  Access Paper or Ask Questions

Neither Private Nor Fair: Impact of Data Imbalance on Utility and Fairness in Differential Privacy


Oct 03, 2020
Tom Farrand, Fatemehsadat Mireshghallah, Sahib Singh, Andrew Trask

* 5 pages, 5 figures 

  Access Paper or Ask Questions

Benchmarking Differentially Private Residual Networks for Medical Imagery


Jun 28, 2020
Sahib Singh, Harshvardhan Sikka, Sasikanth Kotti, Andrew Trask

* 5 Pages, 3 Figures 

  Access Paper or Ask Questions