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Kshitiz Malik — most-cited papers & profile · Federated Learning
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overview
Kshitiz Malik
8
papers ·
234
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Active Federated Learning
2019 · 83 citations
Federated User Representation Learning
2019 · 37 citations
Federated Learning with Buffered Asynchronous Aggregation
2021 · 37 citations
Papaya: Practical, Private, and Scalable Federated Learning
2021 · 29 citations
Federated Learning with Partial Model Personalization
2022 · 26 citations
FedSynth: Gradient Compression via Synthetic Data in Federated Learning
2022 · 18 citations
Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning
2022 · 4 citations
Top co-authors
Hongyuan Zhan
· 3
Jack Goetz
· 3
John Nguyen
· 3
Michael Rabbat
· 3
Ashkan Yousefpour
· 2
Duc Bui
· 2
Dzmitry Huba
· 2
Mani Malek
· 2
Maziar Sanjabi
· 2
Seungwhan Moon
· 2
Abdelrahman Mohamed
· 1
Anthony Shoumikhin
· 1
Topics
Federated Learning
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Communication
Data Heterogeneity
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