Christopher Brinton
11 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)
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Cross-Pollinator
(15)
🌍
Conference Polyglot
(6)
👑
Triple Crown
💎
Century Club
(11)
⚡
Prolific Year
(5)
❓
The Questioner
(2)
Conferences
ICLR (5)
NIPS (2)
AISTATS (1)
EMNLP (1)
ICML (1)
WACV (1)
Top co-authors
Keywords
federated learning
(2)
model compression
(1)
feature learning
(1)
adversarial robustness
(1)
domain adaptation
(1)
attention mechanism
(1)
natural policy gradient
(1)
distributed learning
(1)
communication efficiency
(1)
channel coding
(1)
multi-objective optimization
(1)
convolutional neural network
(1)
alternating direction method of multiplier
(1)
generative adversarial network
(1)
parameter efficiency
(1)
private representation learning
(1)
graph search
(1)
domain-invariant feature
(1)
user preference
(1)
federated domain generalization
(1)
Papers
Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees
ICLR 2025
Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis
ICLR 2025
Unlocking the Potential of Model Calibration in Federated Learning
ICLR 2025
LLMAP: LLM-Assisted Multi-Objective Route Planning with User Preferences
EMNLP 2025
Learning Lightweight Neural Networks via Channel-Split Recurrent Convolution
WACV 2023
StableFDG: Style and Attention Based Learning for Federated Domain Generalization
NIPS 2023
Efficient Federated Domain Translation
ICLR 2023
Robust Non-Linear Feedback Coding via Power-Constrained Deep Learning
ICML 2023
Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates
NIPS 2023
Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?
ICLR 2022
Can we Generalize and Distribute Private Representation Learning?
AISTATS 2022