Sahib Singh
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Privacy-Preserving Technologies in Data, Advanced Neural Network Applications, Anomaly Detection Techniques and Applications, Stochastic Gradient Optimization Techniques
Most-Cited Works
- → Neither Private Nor Fair(2020)63 cited
- → Neither Private Nor Fair: Impact of Data Imbalance on Utility and\n Fairness in Differential Privacy(2020)16 cited
- → AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR(2023)10 cited
- → Benchmarking Differentially Private Residual Networks for Medical Imagery(2020)9 cited
- → Security Analysis of MongoDB(2019)9 cited
- → Benchmarking Differential Privacy and Federated Learning for BERT Models(2021)6 cited
- → A Study of Challenges and Limitations to Applying Machine Learning to Highly Unstructured Data(2023)5 cited
- → DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy?(2021)5 cited
- → Investigating Learning in Deep Neural Networks Using Layer-Wise Weight Change(2021)4 cited