Brian Trippe
4 papers · 2019–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π£ Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
ICML (2)
NIPS (2)
Top co-authors
Keywords
markov chain monte carlo
(2)
bayesian inference
(2)
conditional generation
(1)
low-rank approximation
(1)
hierarchical bayesian
(1)
laplace approximation
(1)
gaussian process
(1)
sequential monte carlo
(1)
high-dimensional regression
(1)
protein design
(1)
high dimensional regression
(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)
Papers
Practical and Asymptotically Exact Conditional Sampling in Diffusion Models
NIPS 2023
For high-dimensional hierarchical models, consider exchangeability of effects across covariates instead of across datasets
NIPS 2021
The Kernel Interaction Trick: Fast Bayesian Discovery of Pairwise Interactions in High Dimensions
ICML 2019
LR-GLM: High-Dimensional Bayesian Inference Using Low-Rank Data Approximations
ICML 2019