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Krishna Pillutla — most-cited papers & profile · Federated Learning
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overview
Krishna Pillutla
6
papers ·
46
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Federated Learning with Partial Model Personalization
2022 · 26 citations
Device Heterogeneity in Federated Learning: A Superquantile Approach
2020 · 14 citations
Towards Federated Foundation Models: Scalable Dataset Pipelines for Group-Structured Learning
2023 · 3 citations
Federated Learning with Superquantile Aggregation for Heterogeneous Data
2021 · 1 citations
Top co-authors
J\'er\^ome Malick
· 2
Yassine Laguel
· 2
Zaid Harchaoui
· 2
Abdelrahman Mohamed
· 1
Kshitiz Malik
· 1
Lin Xiao
· 1
Maziar Sanjabi
· 1
Michael Rabbat
· 1
Michael Reneer
· 1
Nicole Mitchell
· 1
Zachary Charles
· 1
Zachary Garrett
· 1
Topics
Federated Learning
Data Heterogeneity
Optimization