Jian Cao

12 papers A* 1A 1Journal 10
YearRankTypeTitle / Venue / Authors
2024 A conf
Parallel Approximations for High-Dimensional Multivariate Normal Probability Computation in Confidence Region Detection Applications.
IPDPS
Xiran Zhang, Sameh Abdulah, Jian Cao, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
2024 J jnl
Parallel Approximations for High-Dimensional Multivariate Normal Probability Computation in Confidence Region Detection Applications.
CoRR
Xiran Zhang, Sameh Abdulah, Jian Cao, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
2023 A* conf
Variational Sparse Inverse Cholesky Approximation for Latent Gaussian Processes via Double Kullback-Leibler Minimization.
ICML
Jian Cao, Myeongjong Kang, Felix Jimenez, Huiyan Sang, Florian Tobias Schäfer, Matthias Katzfuss
2023 J jnl
Variational sparse inverse Cholesky approximation for latent Gaussian processes via double Kullback-Leibler minimization.
CoRR
Jian Cao, Myeongjong Kang, Felix Jimenez, Huiyan Sang, Florian Schäfer, Matthias Katzfuss
2022 J jnl
Scalable Computation of Predictive Probabilities in Probit Models with Gaussian Process Priors.
J. Comput. Graph. Stat.
Jian Cao, Daniele Durante, Marc G. Genton
2022 J jnl
Scalable Gaussian-process regression and variable selection using Vecchia approximations.
J. Mach. Learn. Res.
Jian Cao, Joseph Guinness, Marc G. Genton, Matthias Katzfuss
2022 J jnl
tlrmvnmvt: Computing High-Dimensional Multivariate Normal and Student- t Probabilities with Low-Rank Methods in R.
J. Stat. Softw.
Jian Cao, Marc G. Genton, David E. Keyes, George M. Turkiyyah
2021 J jnl
An O(N) algorithm for computing expectation of N-dimensional truncated multi-variate normal distribution I: fundamentals.
Adv. Comput. Math.
Jingfang Huang, Jian Cao, Fuhui Fang, Marc G. Genton, David E. Keyes, George Turkiyyah
2021 J jnl
Exploiting low-rank covariance structures for computing high-dimensional normal and Student-t probabilities.
Stat. Comput.
Jian Cao, Marc G. Genton, David E. Keyes, George M. Turkiyyah
2021 J jnl
Sum of Kronecker products representation and its Cholesky factorization for spatial covariance matrices from large grids.
Comput. Stat. Data Anal.
Jian Cao, Marc G. Genton, David E. Keyes, George M. Turkiyyah
2019 J jnl
ExaGeoStatR: A Package for Large-Scale Geostatistics in R.
CoRR
Sameh Abdulah, Yuxiao Li, Jian Cao, Hatem Ltaief, David E. Keyes, Marc G. Genton, Ying Sun
2019 J jnl
Hierarchical-block conditioning approximations for high-dimensional multivariate normal probabilities.
Stat. Comput.
Jian Cao, Marc G. Genton, David E. Keyes, George M. Turkiyyah