Brian Trippe
4 papers · 2019–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
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Keywords
high-dimensional regression
(2)
markov chain monte carlo
(2)
bayesian inference
(2)
low-rank approximation
(1)
hierarchical bayesian
(1)
laplace approximation
(1)
gaussian process
(1)
sequential monte carlo
(1)
protein design
(1)
pairwise interaction
(1)
diffusion model
(1)
generalized linear model
(1)
empirical baye
(1)
molecular design
(1)
conditional sampling
(1)
multiple regression
(1)
sparsity-inducing model
(1)
asymptotic exactness
(1)
high-dimensional inference
(1)
conditional generation
(1)
Papers
Practical and Asymptotically Exact Conditional Sampling in Diffusion Models
NeurIPS 2023
For high-dimensional hierarchical models, consider exchangeability of effects across covariates instead of across datasets
NeurIPS 2021
LR-GLM: High-Dimensional Bayesian Inference Using Low-Rank Data Approximations
ICML 2019
The Kernel Interaction Trick: Fast Bayesian Discovery of Pairwise Interactions in High Dimensions
ICML 2019