Azam, Sheikh Shams

5 publications

NeurIPS 2025 Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping Martin Pelikan, Sheikh Shams Azam, Vitaly Feldman, Jan Silovsky, Kunal Talwar, Christopher Brinton, Tatiana Likhomanenko

ICLR 2023 Efficient Federated Domain Translation Zeyu Zhou, Sheikh Shams Azam, Christopher Brinton, David I. Inouye

NeurIPSW 2023 Federated Learning for Speech Recognition: Revisiting Current Trends Towards Large-Scale ASR Sheikh Shams Azam, Martin Pelikan, Vitaly Feldman, Kunal Talwar, Jan Silovsky, Tatiana Likhomanenko

ICLR 2022 Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank? Sheikh Shams Azam, Seyyedali Hosseinalipour, Qiang Qiu, Christopher Brinton

NeurIPSW 2021 A Generalized and Distributable Generative Model for Private Representation Learning Sheikh Shams Azam, Taejin Kim, Seyyedali Hosseinalipour, Carlee Joe-Wong, Saurabh Bagchi, Christopher Brinton