Mengjing Wu
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
uncertainty quantification
(3)
bayesian neural network
(3)
variational inference
(3)
markov chain monte carlo
(2)
wasserstein distance
(2)
function space
(1)
stochastic process
(1)
bayesian deep learning
(1)
wasserstein gradient flow
(1)
function-space variational inference
(1)
stochastic gradient
(1)
reinforcement learning
(1)
policy optimization
(1)
uncertainty modeling
(1)
Papers
Bridging the Gap between Variational Inference and Stochastic Gradient MCMC in Function Space
ICLR 2025
Functional Stochastic Gradient MCMC for Bayesian Neural Networks
AISTATS 2025
Functional Wasserstein Bridge Inference for Bayesian Deep Learning
UAI 2024
Functional Wasserstein Variational Policy Optimization
UAI 2024