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Sheikh Shams Azam — most-cited papers & profile · Federated Learning
← authors
·
overview
Sheikh Shams Azam
7
papers ·
22
citations ·
5
h-index
Apple (United Kingdom)
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Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers and Gradient Clipping
2023 · 5 citations
Importance of Smoothness Induced by Optimizers in FL4ASR: Towards Understanding Federated Learning for End-to-End ASR
2023 · 5 citations
Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?
2022 · 2 citations
Semi-Decentralized Federated Learning with Cooperative D2D Local Model Aggregations
2021
Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling
2021
Top co-authors
Seyyedali Hosseinalipour
· 3
Christopher G. Brinton
· 2
Frank Po-Chen Lin
· 2
Jan "Honza" Silovsky
· 2
Martin Pelikán
· 2
and Nicol\`o Michelusi
· 1
Christopher Brinton
· 1
Christopher G. Brinton
· 1
Kunal Talwar
· 1
Nicolo Michelusi
· 1
Qiang Qiu
· 1
Tatiana Likhomanenko
· 1
Topics
Federated Learning
Optimization
Privacy
Communication
Data Heterogeneity
Edge Computing