Publikationer pr. år
Publikationer pr. år
Personlig profil
Kort præsentation
My research lies at the intersection of computational statistics and machine learning. For more information, please visit my website.
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Gaussian Approximation and Output Analysis for High-Dimensional MCMC
Pengel, A., Yang, J. & Zhou, Z., 2024, arXiv.org, 62 s.Publikation: Working paper › Preprint
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Stereographic Markov Chain Monte Carlo
Yang, J., Łatuszyński, K. & Roberts, G. O., 24 maj 2022, arXiv preprint, 86 s.Publikation: Working paper › Preprint
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Complexity results for MCMC derived from quantitative bounds
Yang, J. & Rosenthal, J. S., 1 apr. 2023, I: Annals of Applied Probability. 33, 2, s. 1459-1500Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
4 Citationer (Scopus) -
Spectral Inference under Complex Temporal Dynamics
Yang, J. & Zhou, Z., 2 jan. 2022, I: Journal of the American Statistical Association. 117, 537, s. 133-155Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
6 Citationer (Scopus) -
Dimension-Free Mixing for High-Dimensional Bayesian Variable Selection
Zhou, Q., Yang, J., Vats, D., Roberts, G. O. & Rosenthal, J. S., 1 nov. 2022, I: Journal of the Royal Statistical Society, Series B (Statistical Methodology). 84, 5, s. 1751–1784Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
8 Citationer (Scopus) -
State-domain change point detection for nonlinear time series regression
Cui, Y., Yang, J. & Zhou, Z., maj 2023, I: Journal of Econometrics. 234, 1, s. 3-27Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
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Tuning Stochastic Gradient Algorithms for Statistical Inference via Large-Sample Asymptotics
Negrea, J., Yang, J., Feng, H., Roy, D. M. & Huggins, J. H., 2023, arXiv preprint, 42 s.Publikation: Working paper › Preprint
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Optimal scaling of random-walk Metropolis algorithms on general target distributions
Yang, J., Roberts, G. O. & Rosenthal, J. S., okt. 2020, I: Stochastic Processes and Their Applications. 30, 10, s. 6094-6132Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
15 Citationer (Scopus)