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Joydeep Ghosh — most-cited papers & profile · Multimodal
← authors
·
overview
Joydeep Ghosh
14
papers ·
41
citations ·
60
h-index
University of Houston · The University of Texas at Austin
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Architecture Agnostic Federated Learning for Neural Networks
2022 · 12 citations
Federated Self-supervised Learning for Heterogeneous Clients
2022 · 11 citations
Boosting Variational Inference: an Optimization Perspective
2017 · 7 citations
Achieving Fairness Across Local and Global Models in Federated Learning
2024 · 3 citations
Federated Learning for Estimating Heterogeneous Treatment Effects
2024 · 2 citations
LLM Reasoning for Cold-Start Item Recommendation
2025
LLM Reasoning for Cold-Start Item Recommendation
2025
Privacy Preserving Bayesian Federated Learning in Heterogeneous Settings
2023
Topics
Federated Learning
Privacy
Reinforcement Learning
Fine-Tuning
Evaluation
Training Techniques
Cold Start & Cross-Domain
Collaborative Filtering
LLM-based
cs.NA