Yuling Yao
6 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (18) π Academic Marathon (6)
π
Cross-Pollinator
(5)
β
The Questioner
Conferences
JMLR (2)
NIPS (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
variational inference
(4)
bayesian inference
(2)
bayesian computation
(2)
markov chain monte carlo
(2)
importance sampling
(2)
posterior approximation
(2)
simulation-based inference
(2)
effective sample size
(1)
classification accuracy
(1)
score matching
(1)
monte carlo integration
(1)
diagnostic algorithm
(1)
amortized inference
(1)
gaussian distribution
(1)
simulation-based calibration
(1)
neural network classifier
(1)
monte carlo method
(1)
multimodal posterior
(1)
posterior stacking
(1)
importance weight
(1)
Papers
Simulation-Based Stacking
AISTATS 2024
Pareto Smoothed Importance Sampling
JMLR 2024
Variational Inference with Gaussian Score Matching
NIPS 2023
Discriminative Calibration: Check Bayesian Computation from Simulations and Flexible Classifier
NIPS 2023
Stacking for Non-mixing Bayesian Computations: The Curse and Blessing of Multimodal Posteriors
JMLR 2022
Yes, but Did It Work?: Evaluating Variational Inference
ICML 2018