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Christopher G. Brinton

Identifiers

  • name variant Christopher G. Brinton 0.60 · backfill

Papers (16)

  1. Unlocking Realism and Interpretability in Wireless Channel Synthesis: A Physics-Guided Generative Approach eess.SP · 2026 · author #6
  2. Detecting and Mitigating Backdoor Attacks in OTA-FL Systems: A Two-Stage Robust Aggregation Scheme cs.CR · 2026 · author #4
  3. Iterative Critique-and-Routing Controller for Multi-Agent Systems with Heterogeneous LLMs cs.AI · 2026 · author #5
  4. PAAC: Privacy-Aware Agentic Device-Cloud Collaboration cs.LG · 2026 · author #4
  5. Large Language Models over Networks: Collaborative Intelligence under Resource Constraints eess.SP · 2026 · author #5
  6. Self-Play Enhancement via Advantage-Weighted Refinement in Online Federated LLM Fine-Tuning with Real-Time Feedback cs.LG · 2026 · author #5
  7. TAP: Two-Stage Adaptive Personalization of Multi-Task and Multi-Modal Foundation Models in Federated Learning cs.LG · 2025 · author #5
  8. MaPPO: Maximum a Posteriori Preference Optimization with Prior Knowledge cs.LG · 2025 · author #10
  9. Online Learning of Whittle Indices for Restless Bandits with Non-Stationary Transition Kernels cs.LG · 2025 · author #4
  10. Federated Sketching LoRA: A Flexible Framework for Heterogeneous Collaborative Fine-Tuning of LLMs cs.LG · 2025 · author #5
  11. Communication-Efficient Federated Learning under Dynamic Device Arrival and Departure: Convergence Analysis and Algorithm Design cs.LG · 2024 · author #5
  12. Dynamic and Robust Sensor Selection Strategies for Wireless Positioning with TOA/RSS Measurement eess.SP · 2023 · author #6
  13. Channel Estimation via Successive Denoising in MIMO OFDM Systems: A Reinforcement Learning Approach eess.SP · 2021 · author #4
  14. Personalized Thread Recommendation for MOOC Discussion Forums cs.SI · 2018 · author #4
  15. Mining MOOC Clickstreams: On the Relationship Between Learner Behavior and Performance cs.SI · 2015 · author #1
  16. Learning about social learning in MOOCs: From statistical analysis to generative model cs.SI · 2013 · author #1

Mentions

  • 2305.00384 #6 · arxiv_oai · confidence 0.70 Christopher G. Brinton
  • 2101.10300 #4 · arxiv_oai · confidence 0.70 Christopher G. Brinton
  • 2606.23868 #6 · arxiv_oai · confidence 0.70 Christopher G. Brinton
  • 2410.05662 #5 · arxiv_oai · confidence 0.70 Christopher G. Brinton
  • 1503.06489 #1 · backfill · confidence 0.70 Christopher G. Brinton
  • 1312.2159 #1 · backfill · confidence 0.70 Christopher G. Brinton
  • 2501.19389 #5 · arxiv_oai · confidence 0.70 Christopher G. Brinton
  • 2605.19253 #4 · arxiv_oai · confidence 0.70 Christopher G. Brinton

Frequent Coauthors