Luhuan Wu
5 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
AISTATS (2)
ICML (2)
NIPS (1)
Top co-authors
Keywords
gaussian process
(3)
conjugate gradient
(2)
bayesian inference
(1)
hyperparameter learning
(1)
uncertainty quantification
(1)
data augmentation
(1)
conditional generation
(1)
nearest neighbor
(1)
sequential monte carlo
(1)
sparse approximation
(1)
precision matrix
(1)
protein design
(1)
bayesian posterior
(1)
diffusion model
(1)
molecular design
(1)
mixup augmentation
(1)
predictive distribution
(1)
bias variance tradeoff
(1)
random fourier feature
(1)
inducing point
(1)
Papers
Posterior Uncertainty Quantification in Neural Networks using Data Augmentation
AISTATS 2024
Practical and Asymptotically Exact Conditional Sampling in Diffusion Models
NIPS 2023
Variational nearest neighbor Gaussian process
ICML 2022
Hierarchical Inducing Point Gaussian Process for Inter-domian Observations
AISTATS 2021
Bias-Free Scalable Gaussian Processes via Randomized Truncations
ICML 2021