Guanyang Wang
4 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Optimization
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Security & Privacy
(1)
Application Areas
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Differential Privacy
(1)
Mathematics
(1)
Systems
(1)
Keywords
unbiased estimator
(2)
markov chain monte carlo
(2)
variance reduction
(2)
multilevel monte carlo
(2)
nested expectation
(2)
parallel processor
(1)
input perturbation
(1)
recursive estimator
(1)
linear query
(1)
differential privacy
(1)
cascade sampling
(1)
metropolis-hastings algorithm
(1)
computational cost
(1)
monte carlo method
(1)
range query
(1)
Papers
Differentially Private Range Queries with Correlated Input Perturbation
AISTATS 2025
Optimal randomized multilevel Monte Carlo for repeatedly nested expectations
ICML 2023
Unbiased Multilevel Monte Carlo Methods for Intractable Distributions: MLMC Meets MCMC
JMLR 2023
Maximal Couplings of the Metropolis-Hastings Algorithm
AISTATS 2021