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Christopher Brinton β most-cited papers & profile Β· Large Language Models
β authors
Β·
overview
Christopher Brinton
10
papers Β·
27
citations
Google Scholar β
Semantic Scholar β
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Most-cited papers
Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates
2023 Β· 10 citations
Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates
2023 Β· 10 citations
Multi-Layer Personalized Federated Learning for Mitigating Biases in Student Predictive Analytics
2022 Β· 3 citations
Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?
2022 Β· 2 citations
Unlocking the Potential of Model Calibration in Federated Learning
2024 Β· 1 citations
Mitigating Biases in Student Performance Prediction via Attention-Based Personalized Federated Learning
2022 Β· 1 citations
Sporadic Gradient Tracking over Directed Graphs: A Theoretical Perspective on Decentralized Federated Learning
2026
Bridging On-Device and Cloud LLMs for Collaborative Reasoning: A Unified Methodology for Local Routing and Post-Training
2025
Gradient Correction in Federated Learning with Adaptive Optimization
2025
Delay-Aware Hierarchical Federated Learning
2023
Topics
Federated Learning
Data Heterogeneity
cs.LG
math.OC
Orchestration
Evaluation
Benchmarks
Optimization
Policy Gradient
Model-Based RL