Christopher G. Brinton
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Paradigms · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Computer Science
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Methods
(1)
Models
(1)
Keywords
federated learning
(2)
wasserstein distance
(1)
few-shot learning
(1)
non-convex optimization
(1)
transfer learning
(1)
distributed optimization
(1)
generative model
(1)
human-ai collaboration
(1)
latent space
(1)
model convergence
(1)
convergence bound
(1)
downstream task
(1)
hierarchical federated learning
(1)
multi-timescale gradient correction
(1)
model drift
(1)
non-i.i.d. data
(1)
bayesian policy reuse
(1)
non-stationary dynamics
(1)
hierarchical architecture
(1)
wireless channel synthesis
(1)
Papers
Physics-based Generative Models for Geometrically Consistent and Interpretable Wireless Channel Synthesis
IJCAI 2025
Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasks
AAAI 2025
Hierarchical Federated Learning with Multi-Timescale Gradient Correction
NeurIPS 2024