| Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... arXiv preprint arXiv:2206.04615, 2022 | 727 | 2022 |
| Neither private nor fair: Impact of data imbalance on utility and fairness in differential privacy T Farrand, F Mireshghallah, S Singh, A Trask Proceedings of the 2020 workshop on privacy-preserving machine learning in …, 2020 | 88 | 2020 |
| Benchmarking differential privacy and federated learning for bert models P Basu, TS Roy, R Naidu, Z Muftuoglu, S Singh, F Mireshghallah arXiv preprint arXiv:2106.13973, 2021 | 53 | 2021 |
| DP-SGD vs PATE: which has less disparate impact on model accuracy? A Uniyal, R Naidu, S Kotti, S Singh, PJ Kenfack, F Mireshghallah, A Trask arXiv preprint arXiv:2106.12576, 2021 | 31 | 2021 |
| Benchmarking Differentially Private Residual Networks for Medical Imagery S Singh, H Sikka, S Kotti, A Trask International Conference on Machine Learning (ICML) Workshop - Healthcare …, 2020 | 11 | 2020 |
| Is ChatGPT Biased S Singh, N Ramakrishnan A Review. DOI 10, 2023 | 8 | 2023 |
| Security Analysis of MongoDB S Singh International Journal for Digital Society (IJDS) 10 (4), 1556 - 1561, 2019 | 7 | 2019 |
| AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR T Olatunji, T Afonja, A Yadavalli, CC Emezue, S Singh, BFP Dossou, ... Transactions of the Association for Computational Linguistics 11, 1669-1685, 2023 | 4 | 2023 |
| Separating grains from the chaff: Using data filtering to improve multilingual translation for low-resourced African languages I Abdulmumin, M Beukman, JO Alabi, C Emezue, E Asiko, T Adewumi, ... arXiv preprint arXiv:2210.10692, 2022 | 3 | 2022 |
| AfriNames: Most ASR models" butcher" African Names T Olatunji, T Afonja, BFP Dossou, AL Tonja, CC Emezue, AM Rufai, ... arXiv preprint arXiv:2306.00253, 2023 | 2 | 2023 |
| Using Anomaly Feature Vectors for Detecting, Classifying and Warning of Outlier Adversarial Examples N Manohar-Alers, R Feng, S Singh, J Song, A Prakash arXiv preprint arXiv:2107.00561, 2021 | 2 | 2021 |
| Investigating learning in deep neural networks using layer-wise weight change AM Agrawal, A Tendle, H Sikka, S Singh, A Kayid Intelligent Computing: Proceedings of the 2021 Computing Conference, Volume …, 2021 | 2 | 2021 |
| Adapting Pretrained ASR Models to Low-resource Clinical Speech using Epistemic Uncertainty-based Data Selection BFP Dossou, AL Tonja, CC Emezue, T Olatunji, NA Etori, S Osei, ... arXiv preprint arXiv:2306.02105, 2023 | 1 | 2023 |
| Why is Pruning at Initialization Immune to Reinitializing and Shuffling? S Singh, R Liu arXiv preprint arXiv:2107.01808, 2021 | 1 | 2021 |
| Automatic onboard validation of a newly trained vehicle machine learning model S Singh, HB Bhate, Z Rawashdeh, U Thakre, V Zavadsky, SR Maram US Patent App. 18/327,209, 2023 | | 2023 |
| Monitoring machine learning models in resource constrained settings Z Rawashdeh, Z Zeng, S Singh, HB Bhate, SV Murugesan, U Thakre US Patent App. 17/746,746, 2023 | | 2023 |
| Online in-vehicle learning for machine learning models U Thakre, HB Bhate, S Singh, Z Rawashdeh, Z Zeng, SK Natarajan, ... US Patent App. 18/311,574, 2023 | | 2023 |
| Enhanced object detection J Moore, S Singh, U Thakre US Patent App. 17/406,381, 2023 | | 2023 |
| WeightScale: Interpreting Weight Change in Neural Networks AM Agrawal, A Tendle, H Sikka, S Singh arXiv preprint arXiv:2107.07005, 2021 | | 2021 |
| Review of Tencent ML-Images Large-Scale Multi-Label Image Database M Breitfeller, S Singh, A Chamakura International Research Journal of Engineering and Technology (IRJET) 6 (12 …, 2019 | | 2019 |
Niloofar MireshghallahPostdoctoral scholar, University of WashingtonVerified email at cs.washington.edu
