Sheikh Shams Azam

15 papers A* 2A 1B 1C 1Journal 10

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