Kaiyang Guo
3 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🐣
Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(3)
Bayesian & Probabilistic · Machine Learning
(2)
Learning Paradigms · Machine Learning
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Learning Paradigms · Artificial Intelligence
(1)
Methods
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
bayesian inference
(2)
federated learning
(2)
variational inference
(1)
uncertainty quantification
(1)
model calibration
(1)
variational bayesian inference
(1)
generalization error
(1)
model-based reinforcement learning
(1)
belief distribution
(1)
personalized model
(1)
ensemble distillation
(1)
dynamics model
(1)
non-i.i.d. data
(1)
client-server architecture
(1)
weight uncertainty
(1)
personalized federated learning
(1)
predictive posterior
(1)
client update
(1)
model overfitting
(1)
offline reinforcement learning
(1)