V. Roshan Joseph

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 24

Top Topics

Gaussian Process

Kernel Partial Least Squares

Hilbert Schmidt Independence Criterion

Top Venues

Stat. Anal. Data Min.

SIAM/ASA J. Uncertain. Quantification

Publications

Yi Ji, Henry Shaowu Yuchi, Derek Soeder, Jean-François Paquet, Steffen A. Bass, V. Roshan Joseph, C. F. Jeff Wu, Simon Mak
Conglomerate Multi-fidelity Gaussian Process Modeling, with Application to Heavy-Ion Collisions. SIAM/ASA J. Uncertain. Quantification 12 (2) (2024)
Akhil Vakayil, V. Roshan Joseph
A Global-Local Approximation Framework for Large-Scale Gaussian Process Modeling. Technometrics 66 (2) (2024)
Shangkun Wang, Adam P. Generale, Surya R. Kalidindi, V. Roshan Joseph
Sequential Designs for Filling Output Spaces. Technometrics 66 (1) (2024)
V. Roshan Joseph
Editor's Report. Technometrics 65 (1) (2023)
Hanyu Zhang, Mathieu Tanneau, Chaofan Huang, V. Roshan Joseph, Shangkun Wang, Pascal Van Hentenryck
Asset Bundling for Wind Power Forecasting. CoRR (2023)
Qian Xiao, V. Roshan Joseph, Douglas M. Ray
Maximum One-Factor-At-A-Time Designs for Screening in Computer Experiments. Technometrics 65 (2) (2023)
V. Roshan Joseph, Akhil Vakayil
SPlit: An Optimal Method for Data Splitting. Technometrics 64 (2) (2022)
Akhil Vakayil, V. Roshan Joseph
Data Twinning. Stat. Anal. Data Min. 15 (5) (2022)
Chaofan Huang, V. Roshan Joseph, Simon Mak
Population Quasi-Monte Carlo. J. Comput. Graph. Stat. 31 (3) (2022)
V. Roshan Joseph
Optimal ratio for data splitting. Stat. Anal. Data Min. 15 (4) (2022)
V. Roshan Joseph
Optimal Ratio for Data Splitting. CoRR (2022)
V. Roshan Joseph, Simon Mak
Supervised compression of big data. Stat. Anal. Data Min. 14 (3) (2021)
Chaofan Huang, V. Roshan Joseph, Douglas M. Ray
Constrained minimum energy designs. Stat. Comput. 31 (6) (2021)
Akhil Vakayil, V. Roshan Joseph
Data Twinning. CoRR (2021)
Jialei Chen, Simon Mak, V. Roshan Joseph, Chuck Zhang
Function-on-Function Kriging, With Applications to Three-Dimensional Printing of Aortic Tissues. Technometrics 63 (3) (2021)
V. Roshan Joseph
Editorial: Celebrating 50 Years of Ridge Regression. Technometrics 62 (4) (2020)
V. Roshan Joseph, Akhil Vakayil
SPlit: An Optimal Method for Data Splitting. CoRR (2020)
Li-Hsiang Lin, V. Roshan Joseph
Transformation and Additivity in Gaussian Processes. Technometrics 62 (4) (2020)
Turgay Ayer, Can Zhang, Chenxi Zeng, Chelsea C. White III, V. Roshan Joseph
Analysis and Improvement of Blood Collection Operations. Manuf. Serv. Oper. Manag. 21 (1) (2019)
V. Roshan Joseph, Li Gu, Shan Ba, William R. Myers
Space-Filling Designs for Robustness Experiments. Technometrics 61 (1) (2019)
V. Roshan Joseph, Dianpeng Wang, Li Gu, Shiji Lyu, Rui Tuo
Deterministic Sampling of Expensive Posteriors Using Minimum Energy Designs. Technometrics 61 (3) (2019)
Fang Cao, Shan Ba, William A. Brenneman, V. Roshan Joseph
Model Calibration With Censored Data. Technometrics 60 (2) (2018)
Turgay Ayer, Can Zhang, Chenxi Zeng, Chelsea C. White III, V. Roshan Joseph, Mary Deck, Kevin Lee, Diana Moroney, Zeynep Ozkaynak
American Red Cross Uses Analytics-Based Methods to Improve Blood-Collection Operations. Interfaces 48 (1) (2018)
Lulu Kang, V. Roshan Joseph
Kernel Approximation: From Regression to Interpolation. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)
V. Roshan Joseph, Huan Yan
Engineering-Driven Statistical Adjustment and Calibration. Technometrics 57 (2) (2015)
V. Roshan Joseph, Tirthankar Dasgupta, Rui Tuo, C. F. Jeff Wu
Sequential Exploration of Complex Surfaces Using Minimum Energy Designs. Technometrics 57 (1) (2015)
Ying Hung, V. Roshan Joseph, Shreyes N. Melkote
Analysis of Computer Experiments With Functional Response. Technometrics 57 (1) (2015)
Yong Chen, V. Roshan Joseph, Yu Ding, Vijay N. Nair
Editorial. Technometrics 57 (3) (2015)
Chia-Jung Chang, V. Roshan Joseph
Model Calibration Through Minimal Adjustments. Technometrics 56 (4) (2014)
Matthew Plumlee, V. Roshan Joseph, C. F. Jeff Wu
Comment: Alternative Strategies for Experimental Design. Technometrics 55 (3) (2013)
V. Roshan Joseph
A Note on Nonnegative DoIt Approximation. Technometrics 55 (1) (2013)
V. Roshan Joseph
Rejoinder. Technometrics 54 (3) (2012)
V. Roshan Joseph
Bayesian Computation Using Design of Experiments-Based Interpolation Technique. Technometrics 54 (3) (2012)
Lulu Kang, V. Roshan Joseph, William A. Brenneman
Design and Modeling Strategies for Mixture-of-Mixtures Experiments. Technometrics 53 (2) (2011)
V. Roshan Joseph, Lulu Kang
Regression-Based Inverse Distance Weighting With Applications to Computer Experiments. Technometrics 53 (3) (2011)
Lulu Kang, V. Roshan Joseph
Bayesian Optimal Single Arrays for Robust Parameter Design. Technometrics 51 (3) (2009)
Ying Hung, V. Roshan Joseph, Shreyes N. Melkote
Design and Analysis of Computer Experiments With Branching and Nested Factors. Technometrics 51 (4) (2009)
V. Roshan Joseph, James Dillon Delaney
Functionally Induced Priors for the Analysis of Experiments. Technometrics 49 (1) (2007)
Ming Yuan, V. Roshan Joseph, Yi Lin
An Efficient Variable Selection Approach for Analyzing Designed Experiments. Technometrics 49 (4) (2007)
V. Roshan Joseph, I-Tang Yu
Reliability improvement experiments with degradation data. IEEE Trans. Reliab. 55 (1) (2006)
V. Roshan Joseph
Limit Kriging. Technometrics 48 (4) (2006)
V. Roshan Joseph
A Bayesian Approach to the Design and Analysis of Fractionated Experiments. Technometrics 48 (2) (2006)
V. Roshan Joseph, Chien-Fu Jeff Wu
Failure Amplification Method: An Information Maximization Approach to Categorical Response Optimization. Technometrics 46 (1) (2004)
V. Roshan Joseph
Excel. Technometrics 46 (3) (2004)
V. Roshan Joseph, Chien-Fu Jeff Wu
Response. Technometrics 46 (1) (2004)
V. Roshan Joseph
Robust Parameter Design With Feed-Forward Control. Technometrics 45 (4) (2003)
V. Roshan Joseph, C. F. Jeff Wu
Robust Parameter Design of Multiple-Target Systems. Technometrics 44 (4) (2002)