Sheikh Shams Azam

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 15

Top Topics

Horizontally Partitioned

Sense Disambiguation

Differential Privacy

Top Venues

IEEE J. Sel. Areas Commun.

Publications

Martin Pelikan, Sheikh Shams Azam, Vitaly Feldman, Jan "Honza" Silovsky, Kunal Talwar, Tatiana Likhomanenko
Federated Learning with Differential Privacy for End-to-End Speech Recognition. CoRR (2023)
Sheikh Shams Azam, Tatiana Likhomanenko, Martin Pelikan, Jan Honza Silovsky
Importance of Smoothness Induced by Optimizers in Fl4Asr: Towards Understanding Federated Learning for End-To-End ASR. ASRU (2023)
Sheikh Shams Azam, Tatiana Likhomanenko, Martin Pelikan, Jan "Honza" Silovsky
Importance of Smoothness Induced by Optimizers in FL4ASR: Towards Understanding Federated Learning for End-to-End ASR. CoRR (2023)
Zeyu Zhou, Sheikh Shams Azam, Christopher G. Brinton, David I. Inouye
Efficient Federated Domain Translation. ICLR (2023)
Sheikh Shams Azam, Taejin Kim, Seyyedali Hosseinalipour, Carlee Joe-Wong, Saurabh Bagchi, Christopher G. Brinton
Can we Generalize and Distribute Private Representation Learning? AISTATS (2022)
Seyyedali Hosseinalipour, Sheikh Shams Azam, Christopher G. Brinton, Nicolò Michelusi, Vaneet Aggarwal, David J. Love, Huaiyu Dai
Multi-Stage Hybrid Federated Learning Over Large-Scale D2D-Enabled Fog Networks. IEEE/ACM Trans. Netw. 30 (4) (2022)
Sheikh Shams Azam, Seyyedali Hosseinalipour, Qiang Qiu, Christopher G. Brinton
Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank? CoRR (2022)
Sheikh Shams Azam, Seyyedali Hosseinalipour, Qiang Qiu, Christopher G. Brinton
Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank? ICLR (2022)
Frank Po-Chen Lin, Seyyedali Hosseinalipour, Sheikh Shams Azam, Christopher G. Brinton, Nicolò Michelusi
Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling. GLOBECOM (2021)
Frank Po-Chen Lin, Seyyedali Hosseinalipour, Sheikh Shams Azam, Christopher G. Brinton, Nicolò Michelusi
Semi-Decentralized Federated Learning With Cooperative D2D Local Model Aggregations. IEEE J. Sel. Areas Commun. 39 (12) (2021)
Frank Po-Chen Lin, Seyyedali Hosseinalipour, Sheikh Shams Azam, Christopher G. Brinton, Nicolò Michelusi
Two Timescale Hybrid Federated Learning with Cooperative D2D Local Model Aggregations. CoRR (2021)
Frank Po-Chen Lin, Seyyedali Hosseinalipour, Sheikh Shams Azam, Christopher G. Brinton, Nicolò Michelusi
Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling. CoRR (2021)
Sheikh Shams Azam, Taejin Kim, Seyyedali Hosseinalipour, Christopher G. Brinton, Carlee Joe-Wong, Saurabh Bagchi
Towards Generalized and Distributed Privacy-Preserving Representation Learning. CoRR (2020)
Seyyedali Hosseinalipour, Sheikh Shams Azam, Christopher G. Brinton, Nicolò Michelusi, Vaneet Aggarwal, David J. Love, Huaiyu Dai
Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks. CoRR (2020)
Sheikh Shams Azam, Manoj Raju, Venkatesh Pagidimarri, Vamsichandra Kasivajjala
Q-Map: clinical concept mining with phrase sense disambiguation. CoRR (2018)