Jun Yang

Jun Yang

Tenure Track Assistant Professor


Publication year:
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  1. 2023

  2. State-domain change point detection for nonlinear time series regression

    Cui, Y., Yang, Jun & Zhou, Z., May 2023, In: Journal of Econometrics. 234, 1, p. 3-27

    Research output: Contribution to journal › Journal article › Research › peer-review

  3. Complexity results for MCMC derived from quantitative bounds

    Yang, Jun & Rosenthal, J. S., 1 Apr 2023, In: Annals of Applied Probability. 33, 2, p. 1459-1500

    Research output: Contribution to journal › Journal article › Research › peer-review

  4. Published

    Tuning Stochastic Gradient Algorithms for Statistical Inference via Large-Sample Asymptotics

    Negrea, J., Yang, Jun, Feng, H., Roy, D. M. & Huggins, J. H., 2023, arXiv preprint, 42 p.

    Research output: Working paper › Preprint › Research

  5. 2022

  6. Dimension-Free Mixing for High-Dimensional Bayesian Variable Selection

    Zhou, Q., Yang, Jun, 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. 1751–1784

    Research output: Contribution to journal › Journal article › Research › peer-review

  7. Stereographic Markov Chain Monte Carlo

    Yang, Jun, Łatuszyński, K. & Roberts, G. O., 24 May 2022, arXiv preprint, 86 p.

    Research output: Working paper › Preprint › Research

  8. Spectral Inference under Complex Temporal Dynamics

    Yang, Jun & Zhou, Z., 2 Jan 2022, In: Journal of the American Statistical Association. 117, 537, p. 133-155

    Research output: Contribution to journal › Journal article › Research › peer-review

  9. 2020

  10. Optimal scaling of random-walk Metropolis algorithms on general target distributions

    Yang, Jun, Roberts, G. O. & Rosenthal, J. S., Oct 2020, In: Stochastic Processes and Their Applications. 30, 10, p. 6094-6132

    Research output: Contribution to journal › Journal article › Research › peer-review

  11. 2019

  12. Linear programming bounds on the union probability

    Yang, Jun, Alajaji, F. & Takahara, G., 21 Oct 2019, In: Communications in Statistics: Simulation and Computation. 48, 9, p. 2845-2854 10 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  13. Drift, Minorization, and Hitting Times

    Anderson, R. M., Duanmu, H., Smith, A. & Yang, Jun, 14 Oct 2019, arXiv preprint, 18 p.

    Research output: Working paper › Preprint › Research

  14. Fast-rate PAC-Bayes generalization bounds via shifted rademacher processes

    Yang, Jun, Sun, S. & Roy, D. M., 2019, In: Advances in Neural Information Processing Systems. 32

    Research output: Contribution to journal › Conference article › Research › peer-review

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