Michael L. Stein

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 6

Top Topics

Gaussian Process

Mixture Of Gaussians

Maximum Likelihood Estimation

Top Venues

SIAM/ASA J. Uncertain. Quantification

J. Comput. Graph. Stat.

Comput. Stat. Data Anal.

Publications

Christopher J. Geoga, Michael L. Stein
A Scalable Method to Exploit Screening in Gaussian Process Models with Noise. J. Comput. Graph. Stat. 33 (2) (2024)
Christopher Geoga, Oana Marin, Michel Schanen, Michael L. Stein
Fitting Matérn smoothness parameters using automatic differentiation. Stat. Comput. 33 (2) (2023)
Paul G. Beckman, Christopher Geoga, Michael L. Stein, Mihai Anitescu
Scalable computations for nonstationary Gaussian processes. Stat. Comput. 33 (4) (2023)
Amanda Lenzi, Julie Bessac, Johann Rudi, Michael L. Stein
Neural networks for parameter estimation in intractable models. Comput. Stat. Data Anal. 185 (2023)
Wanting Xu, Michael L. Stein, Ian Wisher
Modeling and Predicting Chaotic Circuit Data. SIAM/ASA J. Uncertain. Quantification 7 (1) (2019)
Wanting Xu, Michael L. Stein
Maximum Likelihood Estimation for a Smooth Gaussian Random Field Model. SIAM/ASA J. Uncertain. Quantification 5 (1) (2017)
Xiaohui Chang, Michael L. Stein
Decorrelation Property of Discrete Wavelet Transform Under Fixed-Domain Asymptotics. IEEE Trans. Inf. Theory 59 (12) (2013)
Michael L. Stein, Jie Chen, Mihai Anitescu
Difference Filter Preconditioning for Large Covariance Matrices. SIAM J. Matrix Anal. Appl. 33 (1) (2012)
Ethan B. Anderes, Michael L. Stein
Local likelihood estimation for nonstationary random fields. J. Multivar. Anal. 102 (3) (2011)
Mikyoung Jun, Michael L. Stein
An Approach to Producing Space-Time Covariance Functions on Spheres. Technometrics 49 (4) (2007)
Michael L. Stein
Local stationarity and simulation of self-affine intrinsic random functions. IEEE Trans. Inf. Theory 47 (4) (2001)
Michael L. Stein
An application of the theory of equivalence of Gaussian measures to a prediction problem. IEEE Trans. Inf. Theory 34 (3) (1988)