Sinead A Williamson
4 papers · 2013–2024 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (11)
🐝
Cross-Pollinator
(15)
🗺️
Taxonomy Completionist
(16)
🏆
Keyword Champion
Conferences
NIPS (3)
AISTATS (1)
Top co-authors
Keywords
bayesian inference
(3)
bayesian nonparametrics
(1)
nonparametric bayesian
(1)
approximate inference
(1)
uncertainty quantification
(1)
data augmentation
(1)
hierarchical clustering
(1)
posterior inference
(1)
variance reduction
(1)
feature models
(1)
exchangeable distributions
(1)
feature modeling
(1)
bayesian posterior
(1)
dynamic clustering
(1)
exchangeable nonparametric distributions
(1)
infinite trees
(1)
latent variable model
(1)
stochastic gradient langevin dynamics
(1)
mixup augmentation
(1)
predictive distribution
(1)
Papers
Posterior Uncertainty Quantification in Neural Networks using Data Augmentation
AISTATS 2024
Variance Reduction in Stochastic Gradient Langevin Dynamics
NIPS 2016
Dependent nonparametric trees for dynamic hierarchical clustering
NIPS 2014
Restricting exchangeable nonparametric distributions
NIPS 2013