Sanjay Mehrotra

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 29

Top Topics

Convex Programming

Robust Optimization

Integer Program

Decomposition Algorithm

Top Venues

Eur. J. Oper. Res.

Comput. Optim. Appl.

Publications

Haoyan Shi, Sanjay Mehrotra
On Approximation of Robust Max-Cut and Related Problems using Randomized Rounding Algorithms. CoRR (2024)
Shibshankar Dey, Cheolmin Kim, Sanjay Mehrotra
An algorithm for stochastic convex-concave fractional programs with applications to production efficiency and equitable resource allocation. Eur. J. Oper. Res. 315 (3) (2024)
Hamed Rahimian, Sanjay Mehrotra
Frameworks and Results in Distributionally Robust Optimization. Open J. Math. Optim. 3 (2022)
Shanshan Wang, Jinlin Li, Sanjay Mehrotra
A Solution Approach to Distributionally Robust Joint-Chance-Constrained Assignment Problems. INFORMS J. Optim. 4 (2) (2022)
Shukai Li, Sanjay Mehrotra
Numerical Methods for Integral Equations of the Second Kind with NonSmooth Solutions of Bounded Variation. SIAM J. Numer. Anal. 60 (5) (2022)
Fengqiao Luo, Sanjay Mehrotra
A decomposition method for distributionally-robust two-stage stochastic mixed-integer conic programs. Math. Program. 196 (1) (2022)
Daniel Duque, Sanjay Mehrotra, David P. Morton
Distributionally Robust Two-Stage Stochastic Programming. SIAM J. Optim. 32 (3) (2022)
Shanshan Wang, Jinlin Li, Sanjay Mehrotra
Chance-Constrained Multiple Bin Packing Problem with an Application to Operating Room Planning. INFORMS J. Comput. 33 (4) (2021)
Shukai Li, Sanjay Mehrotra
A Near-Optimal Finite Approximation Approach for Computing Stationary Distribution and Performance Measures of Continuous-State Markov Chains. CoRR (2021)
Fengqiao Luo, Sanjay Mehrotra
A geometric branch and bound method for robust maximization of convex functions. J. Glob. Optim. 81 (4) (2021)
Cheolmin Kim, Sanjay Mehrotra
Solution Approaches to Linear Fractional Programming and Its Stochastic Generalizations Using Second Order Cone Approximations. SIAM J. Optim. 31 (1) (2021)
Mehmet Basdere, Karen R. Smilowitz, Sanjay Mehrotra
A study of the lock-free tour problem and path-based reformulations. IISE Trans. 52 (6) (2020)
Fengqiao Luo, Sanjay Mehrotra
Distributionally robust optimization with decision dependent ambiguity sets. Optim. Lett. 14 (8) (2020)
Hamed Rahimian, Sanjay Mehrotra
Distributionally Robust Optimization: A Review. CoRR (2019)
Jian Hu, Junxuan Li, Sanjay Mehrotra
A Data-Driven Functionally Robust Approach for Simultaneous Pricing and Order Quantity Decisions with Unknown Demand Function. Oper. Res. 67 (6) (2019)
Fengqiao Luo, Sanjay Mehrotra
Decomposition algorithm for distributionally robust optimization using Wasserstein metric with an application to a class of regression models. Eur. J. Oper. Res. 278 (1) (2019)
Manish Bansal, Sanjay Mehrotra
On solving two-stage distributionally robust disjunctive programs with a general ambiguity set. Eur. J. Oper. Res. 279 (2) (2019)
Manish Bansal, Kuo-Ling Huang, Sanjay Mehrotra
Tight Second Stage Formulations in Two-Stage Stochastic Mixed Integer Programs. SIAM J. Optim. 28 (1) (2018)
Manish Bansal, Kuo-Ling Huang, Sanjay Mehrotra
Decomposition Algorithms for Two-Stage Distributionally Robust Mixed Binary Programs. SIAM J. Optim. 28 (3) (2018)
Jian Hu, Manish Bansal, Sanjay Mehrotra
Robust decision making using a general utility set. Eur. J. Oper. Res. 269 (2) (2018)
Utku Koç, Sanjay Mehrotra
Generation of feasible integer solutions on a massively parallel computer using the feasibility pump. Oper. Res. Lett. 45 (6) (2017)
Kuo-Ling Huang, Sanjay Mehrotra
Solution of Monotone Complementarity and General Convex Programming Problems Using a Modified Potential Reduction Interior Point Method. INFORMS J. Comput. 29 (1) (2017)
Liwen Ouyang, Daniel W. Apley, Sanjay Mehrotra
Batch Sample Design from Databases for Logistic Regression. Qual. Reliab. Eng. Int. 33 (1) (2017)
Liang Liu, Sanjay Mehrotra
Patient Associated Motion Detection with Optical Flow Using Microsoft Kinect V2. CHASE (2017)
Liang Liu, Sanjay Mehrotra
Bed angle detection in hospital room using Microsoft Kinect V2. BSN (2016)
Liang Liu, Sanjay Mehrotra
Detecting Out-of-Bed Activities to Prevent Pneumonia for Hospitalized Patient Using Microsoft Kinect V2. CHASE (2016)
Brittany M. Bogle, Sanjay Mehrotra
A Moment Matching Approach for Generating Synthetic Data. Big Data 4 (3) (2016)
Liwen Ouyang, Daniel W. Apley, Sanjay Mehrotra
A design of experiments approach to validation sampling for logistic regression modeling with error-prone medical records. J. Am. Medical Informatics Assoc. 23 (e1) (2016)
Liang Liu, Sanjay Mehrotra
Patient walk detection in hospital room using Microsoft Kinect V2. EMBC (2016)
Liang Liu, Melody Yin, Sanjay Mehrotra
Preventing venous thromboembolism in patients admitted by hospital using Microsoft Kinect V2. BioCAS (2015)
Changhyeok Lee, Cong Liu, Sanjay Mehrotra, Zhaohong Bie
Robust Distribution Network Reconfiguration. IEEE Trans. Smart Grid 6 (2) (2015)
Kibaek Kim, Sanjay Mehrotra
A Two-Stage Stochastic Integer Programming Approach to Integrated Staffing and Scheduling with Application to Nurse Management. Oper. Res. 63 (6) (2015)
Michael Chen, Sanjay Mehrotra, Dávid Papp
Scenario generation for stochastic optimization problems via the sparse grid method. Comput. Optim. Appl. 62 (3) (2015)
You Chen, Wei Xie, Carl A. Gunter, David M. Liebovitz, Sanjay Mehrotra, He Zhang, Bradley A. Malin
Inferring Clinical Workflow Efficiency via Electronic Medical Record Utilization. AMIA (2015)
Kuo-Ling Huang, Sanjay Mehrotra
An empirical evaluation of a walk-relax-round heuristic for mixed integer convex programs. Comput. Optim. Appl. 60 (3) (2015)
Ashley Davis, Sanjay Mehrotra, Jane Holl, Mark S. Daskin
Nurse Staffing under demand Uncertainty to Reduce Costs and Enhance Patient Safety. Asia Pac. J. Oper. Res. 31 (1) (2014)
Jian Hu, Tito Homem-de-Mello, Sanjay Mehrotra
Stochastically weighted stochastic dominance concepts with an application in capital budgeting. Eur. J. Oper. Res. 232 (3) (2014)
Sanjay Mehrotra, He Zhang
Models and algorithms for distributionally robust least squares problems. Math. Program. 146 (1-2) (2014)
Yun Li, Lyle Berkowitz, Gary Noskin, Sanjay Mehrotra
Detection of patient's bed statuses in 3D using a Microsoft Kinect. EMBC (2014)
Sanjay Mehrotra, Dávid Papp
A Cutting Surface Algorithm for Semi-Infinite Convex Programming with an Application to Moment Robust Optimization. SIAM J. Optim. 24 (4) (2014)
Kuo-Ling Huang, Sanjay Mehrotra
An empirical evaluation of walk-and-round heuristics for mixed integer linear programs. Comput. Optim. Appl. 55 (3) (2013)
He Zhang, Sanjay Mehrotra, David M. Liebovitz, Carl A. Gunter, Bradley A. Malin
Mining Deviations from Patient Care Pathways via Electronic Medical Record System Audits. ACM Trans. Manag. Inf. Syst. 4 (4) (2013)
Ashley Davis, Sanjay Mehrotra, John Friedewald, Daniela P. Ladner
Characteristics of a simulation model of the national kidney transplantation system. WSC (2013)
Jonathan P. Turner, Heron E. Rodriguez, Debra A. DaRosa, Mark S. Daskin, Amanda Hayman, Sanjay Mehrotra
Northwestern University Feinberg School of Medicine Uses Operations Research Tools to Improve Surgeon Training. Interfaces 43 (4) (2013)
Sanjay Mehrotra, Dávid Papp
Generating Moment Matching Scenarios Using Optimization Techniques. SIAM J. Optim. 23 (2) (2013)
Jian Hu, Tito Homem-de-Mello, Sanjay Mehrotra
Sample average approximation of stochastic dominance constrained programs. Math. Program. 133 (1-2) (2012)
Jian Hu, Sanjay Mehrotra
Robust and Stochastically Weighted Multiobjective Optimization Models and Reformulations. Oper. Res. 60 (4) (2012)
Sanjay Mehrotra, Kuo-Ling Huang
Computational experience with a modified potential reduction algorithm for linear programming. Optim. Methods Softw. 27 (4-5) (2012)
Sanjay Mehrotra, Dávid Papp
Generating nested quadrature formulas for general weight functions with known moments CoRR (2012)
Michael Chen, Sanjay Mehrotra
Self-concordance and Decomposition-based Interior Point Methods for the Two-stage Stochastic Convex Optimization Problem. SIAM J. Optim. 21 (4) (2011)
Sanjay Mehrotra, Zhifeng Li
Branching on hyperplane methods for mixed integer linear and convex programming using adjoint lattices. J. Glob. Optim. 49 (4) (2011)
Sanjay Mehrotra, M. Gökhan Özevin
Convergence of a Weighted Barrier Decomposition Algorithm for Two-Stage Stochastic Programming with Discrete Support. SIAM J. Optim. 20 (5) (2010)
Reuben Thomas, Luis de la Torre, Xiaoqing Chang, Sanjay Mehrotra
Validation and characterization of DNA microarray gene expression data distribution and associated moments. BMC Bioinform. 11 (2010)
Sanjay Mehrotra, Zhifeng Li
Segment LLL Reduction of Lattice Bases Using Modular Arithmetic. Algorithms 3 (3) (2010)
Brian Leung, Chih-Hung Wu, Seda Ogrenci Memik, Sanjay Mehrotra
An Interior Point Optimization Solver for Real Time Inter-frame Collision Detection: Exploring Resource-Accuracy-Platform Tradeoffs. FPL (2010)
Sanjay Mehrotra, M. Gökhan Özevin
Decomposition Based Interior Point Methods for Two-Stage Stochastic Convex Quadratic Programs with Recourse. Oper. Res. 57 (4) (2009)
Chih-Hung Wu, Seda Ogrenci Memik, Sanjay Mehrotra
FPGA Implementation of the Interior-Point Algorithm with Applications to Collision Detection. FCCM (2009)
Tito Homem-de-Mello, Sanjay Mehrotra
A Cutting-Surface Method for Uncertain Linear Programs with Polyhedral Stochastic Dominance Constraints. SIAM J. Optim. 20 (3) (2009)
Sanjay Mehrotra, M. Gökhan Özevin
On the Implementation of Interior Point Decomposition Algorithms for Two-Stage Stochastic Conic Programs. SIAM J. Optim. 19 (4) (2009)
Sanjay Mehrotra, M. Gökhan Özevin
Decomposition-Based Interior Point Methods for Two-Stage Stochastic Semidefinite Programming. SIAM J. Optim. 18 (1) (2007)
Reuben Thomas, Carlos J. Paredes, Sanjay Mehrotra, Vassily Hatzimanikatis, Eleftherios T. Papoutsakis
A model-based optimization framework for the inference of regulatory interactions using time-course DNA microarray expression data. BMC Bioinform. 8 (2007)
Ali Akgunduz, Prashant Banerjee, Sanjay Mehrotra
A Linear Programming Solution for Exact Collision Detection. J. Comput. Inf. Sci. Eng. 5 (1) (2005)
Sanjay Mehrotra, Zhifeng Li
Convergence Conditions and Krylov Subspace--Based Corrections for Primal-Dual Interior-Point Method. SIAM J. Optim. 15 (3) (2005)
Reuben Thomas, Sanjay Mehrotra, Eleftherios T. Papoutsakis, Vassily Hatzimanikatis
A model-based optimization framework for the inference on gene regulatory networks from DNA array data. Bioinform. 20 (17) (2004)
Jonathan H. Owen, Sanjay Mehrotra
On the Value of Binary Expansions for General Mixed-Integer Linear Programs. Oper. Res. 50 (5) (2002)
Robert A. Stubbs, Sanjay Mehrotra
Generating Convex Polynomial Inequalities for Mixed 0-1 Programs. J. Glob. Optim. 24 (3) (2002)
Jonathan H. Owen, Sanjay Mehrotra
A disjunctive cutting plane procedure for general mixed-integer linear programs. Math. Program. 89 (3) (2001)
Cristian Luciano, Pat P. Banerjee, Sanjay Mehrotra
3D Animation of Telecollaborative Anthropomorphic Avatars. Commun. ACM 44 (12) (2001)
Jonathan H. Owen, Sanjay Mehrotra
Experimental Results on Using General Disjunctions in Branch-and-Bound for General-Integer Linear Programs. Comput. Optim. Appl. 20 (2) (2001)
Robert A. Stubbs, Sanjay Mehrotra
A branch-and-cut method for 0-1 mixed convex programming. Math. Program. 86 (3) (1999)
Joseph Czyzyk, Robert Fourer, Sanjay Mehrotra
Using a Massively Parallel Processor to Solve Large Sparse Linear Programs by an Interior-Point Method. SIAM J. Sci. Comput. 19 (2) (1998)
Renato D. C. Monteiro, Sanjay Mehrotra
A general parametric analysis approach and its implication to sensitivity analysis in interior point methods. Math. Program. 72 (1996)
Sanjay Mehrotra
Asymptotic convergence in a generalized predictor-corrector method. Math. Program. 74 (1996)
Joseph Czyzyk, Robert Fourer, Sanjay Mehrotra
A Study of the Augmented System and Column-Splitting Approaches for Solving Two-Stage Stochastic Linear Programs by Interior-Point Methods. INFORMS J. Comput. 7 (4) (1995)
Sanjay Mehrotra, Robert A. Stubbs
Predictor-corrector Methods for a Class of Linear Complementarity Problems. SIAM J. Optim. 4 (2) (1994)
Sanjay Mehrotra, Yinyu Ye
Finding an interior point in the optimal face of linear programs. Math. Program. 62 (1993)
Sanjay Mehrotra
Quadratic Convergence in a Primal-Dual Method. Math. Oper. Res. 18 (3) (1993)
Robert Fourer, Sanjay Mehrotra
Solving symmetric indefinite systems in an interior-point method for linear programming. Math. Program. 62 (1993)
Sanjay Mehrotra
On the Implementation of a Primal-Dual Interior Point Method. SIAM J. Optim. 2 (4) (1992)
Sanjay Mehrotra
Implementations of Affine Scaling Methods: Approximate Solutions of Systems of Linear Equations Using Preconditioned Conjugate Gradient Methods. INFORMS J. Comput. 4 (2) (1992)
Sanjay Mehrotra, Jie Sun
On computing the center of a convex quadratically constrained set. Math. Program. 50 (1991)
Sanjay Mehrotra, Jie Sun
) Arithmetic Operations. Math. Oper. Res. 15 (2) (1990)
Donald Goldfarb, Sanjay Mehrotra
A relaxed version of Karmarkar's method. Math. Program. 40 (1-3) (1988)
Donald Goldfarb, Sanjay Mehrotra
Relaxed variants of Karmarkar's algorithm for linear programs with unknown optimal objective value. Math. Program. 40 (1-3) (1988)