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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Stereographic Markov chain Monte Carlo
Yang, J., Łatuszyński, K. & Roberts, G. O., 2024, I: Annals of Statistics. 52, 6, 2692-2713.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgangFil4 Citationer (Scopus)59 Downloads (Pure) -
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
10 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
21 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
10 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
3 Citationer (Scopus) -
Sub-Cauchy Sampling: Escaping the Dark Side of the Moon
Grazzi, S., Liu, S., Roberts, G. O. & Yang, J., 2026, arXiv preprint, 26 s.Publikation: Working paper › Preprint
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Wasserstein and Convex Gaussian Approximations for Non-stationary Time Series of Diverging Dimensionality
Liu, M., Yang, J. & Zhou, Z., 10 jun. 2025, arXiv preprint, 71 s.Publikation: Working paper › Preprint
Åben adgangFil7 Downloads (Pure) -
Markov Chain Monte Carlo with Diffusion Paths
Chen, H., Liu, S. & Yang, J., 2026, arXiv, 52 s.Publikation: Working paper › Preprint
Fil4 Downloads (Pure)