Research output per year
Research output per year
Personal profile
Short presentation
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 p.Research output: Working paper › Preprint
Open AccessFile8 Downloads (Pure) -
Stereographic Markov chain Monte Carlo
Yang, J., Łatuszyński, K. & Roberts, G. O., 2024, In: Annals of Statistics. 52, 6, 2692-2713.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Citation (Scopus) -
Complexity results for MCMC derived from quantitative bounds
Yang, J. & Rosenthal, J. S., 1 Apr 2023, In: Annals of Applied Probability. 33, 2, p. 1459-1500Research output: Contribution to journal › Journal article › Research › peer-review
5 Citations (Scopus) -
State-domain change point detection for nonlinear time series regression
Cui, Y., Yang, J. & Zhou, Z., May 2023, In: Journal of Econometrics. 234, 1, p. 3-27Research output: Contribution to journal › Journal article › Research › peer-review
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Dimension-Free Mixing for High-Dimensional Bayesian Variable Selection
Zhou, Q., Yang, J., Vats, D., Roberts, G. O. & Rosenthal, J. S., 1 Nov 2022, In: Journal of the Royal Statistical Society, Series B (Statistical Methodology). 84, 5, p. 1751–1784Research output: Contribution to journal › Journal article › Research › peer-review
11 Citations (Scopus) -
Spectral Inference under Complex Temporal Dynamics
Yang, J. & Zhou, Z., 2 Jan 2022, In: Journal of the American Statistical Association. 117, 537, p. 133-155Research output: Contribution to journal › Journal article › Research › peer-review
7 Citations (Scopus) -
Optimal scaling of random-walk Metropolis algorithms on general target distributions
Yang, J., Roberts, G. O. & Rosenthal, J. S., Oct 2020, In: Stochastic Processes and Their Applications. 30, 10, p. 6094-6132Research output: Contribution to journal › Journal article › Research › peer-review
16 Citations (Scopus) -
Lower Bounds on the Probability of a Finite Union of Events
Yang, J., Alajaji, F. & Takahara, G., Jan 2016, In: SIAM Journal on Discrete Mathematics. 30, 3Research output: Contribution to journal › Journal article › Research › peer-review
4 Citations (Scopus)