High Precision Low-Voltage WTA/LTA Circuit for Signal Processing Applications. - Rishikesh Pandey; Sahib Singh (Wirel. Pers. Commun., 2019)

Neither Private Nor Fair: Impact of Data Imbalance on Utility and Fairness in Differential Privacy. - Tom Farrand; Fatemehsadat Mireshghallah; Sahib Singh; Andrew Trask (PPMLP@CCS, 2020)

Benchmarking Differentially Private Residual Networks for Medical Imagery. - Sahib Singh; Harshvardhan Sikka (CoRR, 2020)

Investigating Learning in Deep Neural Networks Using Layer-Wise Weight Change. - Ayush Manish Agrawal; Atharva Tendle; Harshvardhan Sikka; Sahib Singh; Amr Kayid (SAI (2), 2021)

DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy? - Archit Uniyal; Rakshit Naidu; Sasikanth Kotti; Sahib Singh; Patrik Joslin Kenfack; Fatemehsadat Mireshghallah; Andrew Trask (CoRR, 2021)

Benchmarking Differential Privacy and Federated Learning for BERT Models. - Priyam Basu; Tiasa Singha Roy; Rakshit Naidu; Zümrüt Müftüoglu; Sahib Singh; Fatemehsadat Mireshghallah (CoRR, 2021)

Using Anomaly Feature Vectors for Detecting, Classifying and Warning of Outlier Adversarial Examples. - Nelson Manohar-Alers; Ryan Feng; Sahib Singh; Jiguo Song; Atul Prakash 001 (CoRR, 2021)

Why is Pruning at Initialization Immune to Reinitializing and Shuffling? - Sahib Singh; Rosanne Liu (CoRR, 2021)

WeightScale: Interpreting Weight Change in Neural Networks. - Ayush Manish Agrawal; Atharva Tendle; Harshvardhan Sikka; Sahib Singh (CoRR, 2021)

Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages. - Idris Abdulmumin; Michael Beukman; Jesujoba O. Alabi; Chris Chinenye Emezue; Everlyn Chimoto; Tosin P. Adewumi; Shamsuddeen Hassan Muhammad; Mofetoluwa Adeyemi; Oreen Yousuf; Sahib Singh; Tajuddeen Gwadabe (WMT, 2022)

Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages. - Idris Abdulmumin; Michael Beukman; Jesujoba O. Alabi; Chris Emezue; Everlyn Asiko; Tosin P. Adewumi; Shamsuddeen Hassan Muhammad; Mofetoluwa Adeyemi; Oreen Yousuf; Sahib Singh; Tajuddeen Rabiu Gwadabe (CoRR, 2022)

AfriNames: Most ASR Models "Butcher" African Names. - Tobi Olatunji; Tejumade Afonja; Bonaventure F. P. Dossou; Atnafu Lambebo Tonja; Chris Chinenye Emezue; Amina Mardiyyah Rufai; Sahib Singh (INTERSPEECH, 2023)

Adapting Pretrained ASR Models to Low-resource Clinical Speech using Epistemic Uncertainty-based Data Selection. - Bonaventure F. P. Dossou; Atnafu Lambebo Tonja; Chris Chinenye Emezue; Tobi Olatunji; Naome A. Etori; Salomey Osei; Tosin P. Adewumi; Sahib Singh (CoRR, 2023)

AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR. - Tobi Olatunji; Tejumade Afonja; Aditya Yadavalli; Chris Chinenye Emezue; Sahib Singh; Bonaventure F. P. Dossou; Joanne I. Osuchukwu; Salomey Osei; Atnafu Lambebo Tonja; Naome A. Etori; Clinton Mbataku (Trans. Assoc. Comput. Linguistics, 2023)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Aarohi Srivastava; Abhinav Rastogi; Abhishek Rao; Abu Awal Md Shoeb; Abubakar Abid; Adam Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (Trans. Mach. Learn. Res., 2023)