Yuling Yao
6 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(6)
Artificial Intelligence
(4)
Bayesian & Probabilistic · Artificial Intelligence
(4)
Deep Learning
(2)
Mathematics & Optimization
(2)
Models
(2)
Optimization
(2)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Learning Types
(1)
Mathematics
(1)
Probability
(1)
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
Pareto Smoothed Importance Sampling
JMLR 2024
Simulation-Based Stacking
AISTATS 2024
Discriminative Calibration: Check Bayesian Computation from Simulations and Flexible Classifier
NeurIPS 2023
Variational Inference with Gaussian Score Matching
NeurIPS 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