Selected Publications

  • Wang, Y. (2018). Asymptotic Analysis via Stochastic Differential Equations of Gradient Descent Algorithms in Statistical and Computational Paradigms. Download: pdf file

  • Kim, D. and Wang, Y. (2017). Hypothesis Tests for Large Density Matrices of Quantum Systems Based on Pauli Measurements. Physica A 469, 31-51. Download: pdf file

  • Wang, Y., Wu, S. and Zou, J. (2016). Quantum Annealing With Markov Chain Monte Carlo Simulations and D-Wave Quantum Computers. Statistical Science 31, no 3, 362-398(DOI: 10.1214/16-STS560). Download: pdf file

  • Optimal Large-Scale Quantum State Tomography With Pauli Measurements (2016, with Cai, Kim, Yuan and Zhou). Ann. Statist. 44, 682-712. Download: pdf file

  • Wang, Y. and Xu, C. (2015). Density Matrix Estimation in Quantum Homodyne Tomography. Statistica Sinica 25, 953-973. Download: pdf file

  • Wang, Y. (2013). Asymptotic Equivalence of Quantum State Tomography and Noisy Matrix Completion. Annals of Statistics 41, 2462-2504. Download: pdf file

  • Wang, Y. (2012). Quantum Computation and Quantum Information. Statistical Science 27, 373-394. Download: pdf file

  • Wang, Y. (2011). Quantum Monte Carlo Simulation. Annals of Applied Statistics 5, 669-683. Download: pdf file
  • Wang, Y. (1994). Quantum Gaussian Processes. Acta Mathematicae Applicatae Sinica 10, 315-327.