Mark S. Roberts

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 6

Top Topics

Gaussian Process

Model Selection

Dynamical Models

Top Venues

Manuf. Serv. Oper. Manag.

INFORMS J. Comput.

Publications

Abdulrahman A. Ahmed, M. Amin Rahimian, Mark S. Roberts
Optimized Model Selection for Estimating Treatment Effects from Costly Simulations of the US Opioid Epidemic. CoRR (2024)
Abdulrahman A. Ahmed, M. Amin Rahimian, Mark S. Roberts
Estimating Treatment Effects Using Costly Simulation Samples from a Population-Scale Model of Opioid Use Disorder. CoRR (2023)
Abdulrahman A. Ahmed, M. Amin Rahimian, Mark S. Roberts
Inferring epidemic dynamics using Gaussian process emulation of agent-based simulations. CoRR (2023)
Abdulrahman A. Ahmed, M. Amin Rahimian, Mark S. Roberts
Estimating Treatment Effects Using Costly Simulation Samples from a Population-Scale Model of Opioid Use Disorder. BHI (2023)
Abdulrahman A. Ahmed, M. Amin Rahimian, Mark S. Roberts
Inferring Epidemic Dynamics Using Gaussian Process Emulation of Agent-Based Simulations. WSC (2023)
Anahita Khojandi, Lisa M. Maillart, Oleg A. Prokopyev, Mark S. Roberts, Samir F. Saba
Dynamic Abandon/Extract Decisions for Failed Cardiac Leads. Manag. Sci. 64 (2) (2018)
Amin Khademi, Denis Sauré, Andrew J. Schaefer, Ronald S. Braithwaite, Mark S. Roberts
The Price of Nonabandonment: HIV in Resource-Limited Settings. Manuf. Serv. Oper. Manag. 17 (4) (2015)
Anahita Khojandi, Lisa M. Maillart, Oleg A. Prokopyev, Mark S. Roberts, Timothy Brown, William W. Barrington
Optimal Implantable Cardioverter Defibrillator (ICD) Generator Replacement. INFORMS J. Comput. 26 (3) (2014)
Burhaneddin Sandikçi, Lisa M. Maillart, Andrew J. Schaefer, Mark S. Roberts
Alleviating the Patient's Price of Privacy Through a Partially Observable Waiting List. Manag. Sci. 59 (8) (2013)
Yi Ren, Chung-Chou Ho Chang, Gabriel L. Zenarosa, Heather E. Tomko, Drew Michael S. Donnell, Hyung-Joo Kang, Mark S. Roberts, Cindy L. Bryce
Gray's Time-Varying Coefficients Model for Posttransplant Survival of Pediatric Liver Transplant Recipients with a Diagnosis of Cancer. Comput. Math. Methods Medicine 2013 (2013)
Mehmet C. Demirci, Andrew J. Schaefer, H. Edwin Romeijn, Mark S. Roberts
An Exact Method for Balancing Efficiency and Equity in the Liver Allocation Hierarchy. INFORMS J. Comput. 24 (2) (2012)
Aditya K. Iyer, Andrew J. Schaefer, Cindy L. Bryce, Gabriel L. Zenarosa, Chung-Chou Ho Chang, Mark S. Roberts
A biologically based discrete-event simulation model of liver transplantation in the United States for pediatric and adult patients. WSC (2011)
Osman Y. Özaltin, Oleg A. Prokopyev, Andrew J. Schaefer, Mark S. Roberts
Optimizing the Societal Benefits of the Annual Influenza Vaccine: A Stochastic Programming Approach. Oper. Res. 59 (5) (2011)
Zeynep Erkin, Matthew D. Bailey, Lisa M. Maillart, Andrew J. Schaefer, Mark S. Roberts
Eliciting Patients' Revealed Preferences: An Inverse Markov Decision Process Approach. Decis. Anal. 7 (4) (2010)
Nan Kong, Andrew J. Schaefer, Brady Hunsaker, Mark S. Roberts
Maximizing the Efficiency of the U.S. Liver Allocation System Through Region Design. Manag. Sci. 56 (12) (2010)
Robert T. Koppenhaver, Andrew J. Schaefer, R. Scott Braithwaite, Mark S. Roberts
A Simulation Model of HIV Treatment under Drug Scarcity Constraints. WSC (2009)
Burhaneddin Sandikçi, Lisa M. Maillart, Andrew J. Schaefer, Oguzhan Alagöz, Mark S. Roberts
Estimating the Patient's Price of Privacy in Liver Transplantation. Oper. Res. 56 (6) (2008)
Steven M. Shechter, Matthew D. Bailey, Andrew J. Schaefer, Mark S. Roberts
The Optimal Time to Initiate HIV Therapy Under Ordered Health States. Oper. Res. 56 (1) (2008)
Oguzhan Alagöz, Lisa M. Maillart, Andrew J. Schaefer, Mark S. Roberts
Choosing Among Living-Donor and Cadaveric Livers. Manag. Sci. 53 (11) (2007)
Oguzhan Alagöz, Lisa M. Maillart, Andrew J. Schaefer, Mark S. Roberts
Determining the Acceptance of Cadaveric Livers Using an Implicit Model of the Waiting List. Oper. Res. 55 (1) (2007)
Oguzhan Alagöz, Lisa M. Maillart, Andrew J. Schaefer, Mark S. Roberts
The Optimal Timing of Living-Donor Liver Transplantation. Manag. Sci. 50 (10) (2004)
Steven M. Shechter, Andrew J. Schaefer, R. Scott Braithwaite, Mark S. Roberts
Modeling the Progression and Treatment of HIV. WSC (2004)
Jennifer Kreke, Andrew J. Schaefer, Derek C. Angus, Cindy L. Bryce, Mark S. Roberts
Methods for special applications: incorporating biology into discrete event simulation models of organ allocation. WSC (2002)
Mark S. Roberts
Markov process-based Monte Carlo simulation: a tool for modeling complex disease and its application to the timing of liver transplantation. WSC (1992)