David Ruegamer
4 papers · 2023–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(3)
🗺️
Taxonomy Completionist
(11)
Conferences
AISTATS (3)
IJCAI (1)
Top co-authors
Keywords
uncertainty quantification
(2)
semi-structured regression
(2)
posterior sampling
(2)
deep neural network
(2)
feature interaction
(1)
type-i error
(1)
confidence interval
(1)
bayesian neural network
(1)
tensor product spline
(1)
semi-parametric regression
(1)
scalable model
(1)
penalization scheme
(1)
subspace inference
(1)
bayesian approximation
(1)
spline regression
(1)
tensor product
(1)
neural network
(1)
bayesian inference
(1)
non-linear regression
(1)
markov chain monte carlo
(1)
Papers
Scalable Higher-Order Tensor Product Spline Models
AISTATS 2024
Bayesian Semi-structured Subspace Inference
AISTATS 2024
Towards Efficient MCMC Sampling in Bayesian Neural Networks by Exploiting Symmetry (Extended Abstract)
IJCAI 2024
Frequentist Uncertainty Quantification in Semi-Structured Neural Networks
AISTATS 2023