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Sunny Gupta — most-cited papers & profile · Federated Learning
← authors
·
overview
Sunny Gupta
8
papers ·
4
citations ·
5
h-index
Indian Institute of Technology Bombay
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Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FedAlign: Federated Domain Generalization with Cross-Client Feature Alignment
2025 · 2 citations
FedStein: Enhancing Multi-Domain Federated Learning Through James-Stein Estimator
2024 · 2 citations
FedHypeVAE: Federated Learning with Hypernetwork Generated Conditional VAEs for Differentially Private Embedding Sharing
2026
UniVarFL: Uniformity and Variance Regularized Federated Learning for Heterogeneous Data
2025
FEDTAIL: Federated Long-Tailed Domain Generalization with Sharpness-Guided Gradient Matching
2025
Sequential Compression Layers for Efficient Federated Learning in Foundational Models
2024
CCVA-FL: Cross-Client Variations Adaptive Federated Learning for Medical Imaging
2024
FLeNS: Federated Learning with Enhanced Nesterov-Newton Sketch
2024
Top co-authors
Amit Sethi
· 4
Amit Sethi
· 3
Nikita Jangid
· 3
Amit Sethi
· 1
Mohit Jindal
· 1
Navyansh Mahla
· 1
Pankhi Kashyap
· 1
Pranav Jeevan
· 1
Shounak Das
· 1
Varunav Singh
· 1
Vinay Sutar
· 1
Topics
Federated Learning
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Data Heterogeneity
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