Diana Cai
9 papers · 2016–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (9) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(13)
Conferences
NIPS (5)
ICML (2)
AISTATS (1)
UAI (1)
Top co-authors
Keywords
bayesian inference
(3)
probabilistic modeling
(3)
markov chain monte carlo
(2)
variational inference
(2)
uncertainty quantification
(1)
posterior distribution
(1)
gaussian process
(1)
posterior consistency
(1)
stochastic process
(1)
slice sampling
(1)
network model
(1)
random graph
(1)
reparameterization gradient
(1)
information gain
(1)
pseudo-marginal method
(1)
unnormalized model
(1)
unbiased estimator
(1)
nonparametric method
(1)
score-based method
(1)
posterior uncertainty
(1)
Papers
Batch, match, and patch: low-rank approximations for score-based variational inference
AISTATS 2025
EigenVI: score-based variational inference with orthogonal function expansions
NIPS 2024
Batch and match: black-box variational inference with a score-based divergence
ICML 2024
Multi-fidelity Monte Carlo: a pseudo-marginal approach
NIPS 2022
Active multi-fidelity Bayesian online changepoint detection
UAI 2021
Slice Sampling Reparameterization Gradients
NIPS 2021
Finite mixture models do not reliably learn the number of components
ICML 2021
A Bayesian Nonparametric View on Count-Min Sketch
NIPS 2018
Edge-exchangeable graphs and sparsity
NIPS 2016