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Guanyang Wang

4 papers · 2021–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (12)

Conferences

AISTATS (2) ICML (1) JMLR (1)

Top co-authors

Yasa Syed (1) Tianze Wang (1) Jie Gao (1) John O’Leary (1) Prathamesh Dharangutte (1) Pierre Jacob (1) Ruobin Gong (1)

Keywords

variance reduction (2) multilevel monte carlo (2) nested expectation (2) unbiased estimator (2) markov chain monte carlo (2) recursive estimator (1) metropolis-hastings algorithm (1) computational cost (1) monte carlo method (1) parallel processor (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