Sanjay Mehrotra
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Engineering Computer Science
Sanjay Mehrotra's Degrees
- PhD Computer Science Stanford University
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(Suggest an Edit or Addition)Sanjay Mehrotra's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- On the Implementation of a Primal-Dual Interior Point Method (1992) (1756)
- A branch-and-cut method for 0-1 mixed convex programming (1999) (329)
- Distributionally Robust Optimization: A Review (2019) (323)
- Robust Distribution Network Reconfiguration (2015) (125)
- A Two-Stage Stochastic Integer Programming Approach to Integrated Staffing and Scheduling with Application to Nurse Management (2015) (107)
- A model of supply‐chain decisions for resource sharing with an application to ventilator allocation to combat COVID‐19 (2020) (98)
- PCx: an interior-point code for linear programming (1999) (90)
- Sample average approximation of stochastic dominance constrained programs (2012) (87)
- Modeling Transmission Line Constraints in Two-Stage Robust Unit Commitment Problem (2015) (80)
- A Cutting Surface Algorithm for Semi-Infinite Convex Programming with an Application to Moment Robust Optimization (2013) (80)
- Solving symmetric indefinite systems in an interior-point method for linear programming (1993) (79)
- PCx user guide (1997) (77)
- Finding an interior point in the optimal face of linear programs (1993) (77)
- On finding a vertex solution using interior point methods (1991) (72)
- A Cutting-Surface Method for Uncertain Linear Programs with Polyhedral Stochastic Dominance Constraints (2009) (72)
- Robust and Stochastically Weighted Multiobjective Optimization Models and Reformulations (2012) (67)
- Quadratic Convergence in a Primal-Dual Method (1993) (57)
- Decomposition algorithm for distributionally robust optimization using Wasserstein metric with an application to a class of regression models (2017) (57)
- The Extent and Predictors of Waiting Time Geographic Disparity in Kidney Transplantation in the United States (2014) (56)
- A disjunctive cutting plane procedure for general mixed-integer linear programs (2001) (51)
- Risk-adjusted budget allocation models with application in homeland security (2011) (49)
- A method of analytic centers for quadratically constrained convex quadratic programs (1991) (49)
- On the Value of Binary Expansions for General Mixed-Integer Linear Programs (2002) (49)
- Models and algorithms for distributionally robust least squares problems (2014) (48)
- An Algorithm for Convex Quadratic Programming That Requires O(n3.5L) Arithmetic Operations (1990) (47)
- Decomposition Algorithms for Two-Stage Distributionally Robust Mixed Binary Programs (2018) (46)
- Distributionally robust optimization with decision dependent ambiguity sets (2018) (45)
- Stochastic Robust Mathematical Programming Model for Power System Optimization (2016) (44)
- A model-based optimization framework for the inference on gene regulatory networks from DNA array data (2004) (42)
- Implementations of Affine Scaling Methods: Approximate Solutions of Systems of Linear Equations Using Preconditioned Conjugate Gradient Methods (1992) (42)
- Experimental Results on Using General Disjunctions in Branch-and-Bound for General-Integer Linear Programs (2001) (41)
- A general parametric analysis approach and its implication to sensitivity analysis in interior point methods (1996) (39)
- A model-based optimization framework for the inference of regulatory interactions using time-course DNA microarray expression data (2007) (37)
- A Study of the Augmented System and Column-Splitting Approaches for Solving Two-Stage Stochastic Linear Programs by Interior-Point Methods (1995) (37)
- Higher order methods and their performance (1990) (35)
- Assessment of knowledge and attitudes regarding automated external defibrillators and cardiopulmonary resuscitation among American University students (2012) (35)
- A relaxed version of Karmarkar's method (1988) (35)
- Decomposition-Based Interior Point Methods for Two-Stage Stochastic Semidefinite Programming (2007) (34)
- Robust decision making over a set of random targets or risk-averse utilities with an application to portfolio optimization (2015) (33)
- Inferring Clinical Workflow Efficiency via Electronic Medical Record Utilization (2015) (32)
- Proceedings of the 8th Annual Conference on the Science of Dissemination and Implementation (2016) (32)
- Generating Moment Matching Scenarios Using Optimization Techniques (2013) (32)
- Robust decision making using a general utility set (2018) (29)
- Generating Convex Polynomial Inequalities for Mixed 0–1 Programs (2002) (29)
- Mining Deviations from Patient Care Pathways via Electronic Medical Record System Audits (2013) (28)
- Decomposition Based Interior Point Methods for Two-Stage Stochastic Convex Quadratic Programs with Recourse (2009) (27)
- Patient Functional Status at Transplant and Its Impact on Posttransplant Survival of Adult Deceased-donor Kidney Recipients (2019) (26)
- A Linear Programming Solution for Exact Collision Detection (2005) (26)
- Overcoming Obstacles To Resident-Patient Continuity of Care (2012) (25)
- Changes in Geographic Disparity in Kidney Transplantation Since the Final Rule (2014) (23)
- Pcx User Guide Version 1.1 1 (1997) (23)
- Relaxed variants of Karmarkar's algorithm for linear programs with unknown optimal objective value (1988) (23)
- Improving Geographic Equity in Kidney Transplantation Using Alternative Kidney Sharing and Optimization Modeling (2015) (22)
- Epi-convergent scenario generation method for stochastic problems via sparse grid (2008) (20)
- The effect of the Statewide Sharing variance on geographic disparity in kidney transplantation in the United States. (2014) (20)
- On the Implementation of Interior Point Decomposition Algorithms for Two-Stage Stochastic Conic Programs (2008) (20)
- Scenario generation for stochastic optimization problems via the sparse grid method (2015) (20)
- Nurse Staffing under demand Uncertainty to Reduce Costs and Enhance Patient Safety (2014) (20)
- Modeling the Allocation System: Principles for Robust Design Before Restructuring (2015) (19)
- Detection of patient's bed statuses in 3D using a Microsoft Kinect (2014) (18)
- Improving Liver Allocation Using Optimized Neighborhoods (2017) (18)
- Validation and characterization of DNA microarray gene expression data distribution and associated moments (2010) (17)
- Characteristics of a simulation model of the national kidney transplantation system (2013) (17)
- Functional status‐based risk–benefit analyses of high‐KDPI kidney transplant versus dialysis (2019) (17)
- Branching on hyperplane methods for mixed integer linear and convex programming using adjoint lattices (2011) (16)
- Convergence Conditions and Krylov Subspace--Based Corrections for Primal-Dual Interior-Point Method (2005) (16)
- Using optimization models to demonstrate the need for structural changes in training programs for surgical medical residents (2013) (15)
- 3D Animation of Telecollaborative Anthropomorphic Avatars (2001) (15)
- Tight Second Stage Formulations in Two-Stage Stochastic Mixed Integer Programs (2018) (15)
- Self-concordance and Decomposition-based Interior Point Methods for the Two-stage Stochastic Convex Optimization Problem (2011) (14)
- A Distributionally-robust approach for finding support vector machine (2015) (14)
- Perspectives on Health-Care Resource Management Problems (2010) (14)
- A Data-Driven Functionally Robust Approach for Simultaneous Pricing and Order Quantity Decisions with Unknown Demand Function (2019) (14)
- Methodological Challenges in Solving Geographic Disparity in Liver Allocation. (2016) (14)
- Handling free variables in interior methods (1991) (13)
- On Generalized Branching Methods for Mixed Integer Programming (2004) (13)
- An empirical evaluation of walk-and-round heuristics for mixed integer linear programs (2013) (12)
- Stochastically weighted stochastic dominance concepts with an application in capital budgeting (2014) (12)
- Asymptotic convergence in a generalized predictor-corrector method (1996) (12)
- A Concentric Neighborhood Solution to Disparity in Liver Access That Contains Current UNOS Districts (2017) (12)
- Outcome based state budget allocation for diabetes prevention programs using multi-criteria optimization with robust weights (2011) (12)
- On solving two-stage distributionally robust disjunctive programs with a general ambiguity set (2019) (12)
- Finite termination and superlinear convergence in primal-dual methods (1991) (11)
- Using a Massively Parallel Processor to Solve Large Sparse Linear Programs by an Interior-Point Method (1998) (11)
- Distributionally Robust Two-Stage Stochastic Programming (2022) (11)
- Evaluation of Accepting Kidneys of Varying Quality for Transplantation or Expedited Placement With Decision Trees (2019) (11)
- An interior point algorithm for convex quadratic programming that requires O(n3.5) arithmetic operations (1990) (10)
- FPGA Implementation of the Interior-Point Algorithm with Applications to Collision Detection (2009) (10)
- Frameworks and Results in Distributionally Robust Optimization (2022) (10)
- A decomposition method for distributionally-robust two-stage stochastic mixed-integer conic programs (2019) (10)
- A self-correcting version of Karmarkar's algorithm (1989) (10)
- Prediction range estimation from noisy Raman spectra with robust optimization. (2010) (9)
- Two-stage stochastic semidefinite programming and decomposition based interior point methods (2005) (9)
- A Multifaceted Mathematical Approach for Complex Systems (2012) (9)
- Patient walk detection in hospital room using Microsoft Kinect V2 (2016) (9)
- Robust Decision Making using a Risk-Averse Utility Set ∗ (2012) (8)
- Acute Incident Rapid Response at a Mass-Gathering Event Through Comprehensive Planning Systems: A Case Report from the 2013 Shamrock Shuffle (2014) (8)
- A design of experiments approach to validation sampling for logistic regression modeling with error-prone medical records (2016) (8)
- An Interior Point Optimization Solver for Real Time Inter-frame Collision Detection: Exploring Resource-Accuracy-Platform Tradeoffs (2010) (8)
- Computational experience with a modified potential reduction algorithm for linear programming (2012) (8)
- Predicting Kidney Discard Using Machine Learning (2021) (8)
- Predictor-corrector Methods for a Class of Linear Complementarity Problems (1994) (8)
- Artificial Intelligence-related Literature in Transplantation: A Practical Guide. (2020) (7)
- An Innovative Trading Approach for Mercury Waste Management (2011) (7)
- A Framework for Efficient and More Realistic Haptics Applications (2003) (7)
- On computing the center of a convex quadratically constrained set (1991) (7)
- Implementations of affine scaling methods: Towards faster implementations with complete Cholesky factor in use (1989) (7)
- A computational comparison of the network simplex method with the dual affine scaling method (1991) (7)
- A Solution Approach to Distributionally Robust Joint-Chance-Constrained Assignment Problems (2022) (6)
- Patient Preferences for Waiting Time and Kidney Quality (2022) (6)
- Variants of karmarkar's algorithm: theoretical complexity and practical implementation (1987) (6)
- Chance-Constrained Multiple Bin Packing Problem with an Application to Operating Room Planning (2021) (6)
- Generating nested quadrature formulas for general weight functions with known moments (2012) (6)
- Solution of Monotone Complementarity and General Convex Programming Problems Using a Modified Potential Reduction Interior Point Method (2017) (6)
- A Data Driven Functionally Robust Approach for Coordinating Pricing and Order Quantity Decisions with Unknown Demand Function (2015) (6)
- Bed angle detection in hospital room using Microsoft Kinect V2 (2016) (6)
- An empirical evaluation of a walk-relax-round heuristic for mixed integer convex programs (2015) (5)
- Physician and patient acceptance of policies to reduce kidney discard (2020) (5)
- Implications of Accumulated Cold Time for US Kidney Transplantation Offer Acceptance (2022) (5)
- NUTORC—a transdisciplinary health services and outcomes research team in transplantation (2012) (5)
- Patient and Clinician Perceptions of Informed Consent and Decision Making About Accepting KDPI > 85 Kidneys (2021) (5)
- Data Value in Patient Tracking Systems at Racing Events. (2015) (4)
- Patient Associated Motion Detection with Optical Flow Using Microsoft Kinect V2 (2017) (4)
- Self-concordant Tree and Decomposition Based Interior Point Methods for Stochastic Convex Optimization Problem (2007) (4)
- SMART COLLISION INFORMATION PROCESSING SENSORS FOR FAST MOVING OBJECTS (2002) (4)
- Generalized predictor-corrector methods and their performance (1991) (4)
- Detecting Out-of-Bed Activities to Prevent Pneumonia for Hospitalized Patient Using Microsoft Kinect V2 (2016) (4)
- LivSim: An Open-Source Simulation Software Platform for Community Research and Development for Liver Allocation Policies. (2017) (4)
- Northwestern University Feinberg School of Medicine Uses Operations Research Tools to Improve Surgeon Training (2013) (4)
- DEFERRED RANK ONE UPDATES IN O(n_3L) INTERIOR POINT ALGORITHM (1992) (4)
- Parallel solutions of multi-stage stochastic linear programs by interior-point methods (1995) (4)
- Segment LLL Reduction of Lattice Bases Using Modular Arithmetic (2010) (3)
- Generation of feasible integer solutions on a massively parallel computer using the feasibility pump (2017) (3)
- Two-Stage Stochastic Semidefinite Programming and Decomposition Based Interior Point Methods : Theory (2005) (3)
- Convergence of a Weighted Barrier Decomposition Algorithm for Two-Stage Stochastic Programming with Discrete Support (2010) (3)
- The Role of Procurement Biopsies in Kidney Acceptance Decision Making and Kidney Discard: Perceptions of Physicians, Nurse Coordinators, and OPO Staff and Directors (2022) (3)
- A quantitative approach for the analysis of clinician recognition of acute respiratory distress syndrome using electronic health record data (2019) (3)
- Preventing venous thromboembolism in patients admitted by hospital using Microsoft Kinect V2 (2015) (3)
- Transplantation Traffic — Geography as Destiny for Transplant (2014) (3)
- Designed sampling from large databases for controlled trials (2015) (3)
- MYOPATHY PREVALENCE IN STATIN TREATED PATIENTS WITH COMORBIDITIES AND COMBINATION THERAPIES (2012) (2)
- Resolving Misconceptions About Liver Allocation and Redistricting Methodology-Reply. (2016) (2)
- A Moment Matching Approach for Generating Synthetic Data (2016) (2)
- Distributionally Robust Chance-Constrained Assignment Problem with an Application to Operating Room Planning (2019) (2)
- Batch Sample Design from Databases for Logistic Regression (2017) (2)
- Numerical Methods for Integral Equations of the Second Kind With Non-Smooth Solutions of Bounded Variation (2022) (2)
- Convergence Analysis of a Weighted Barrier Decomposition Algorithm for Two Stage Stochastic Programming (2008) (2)
- Design and implementation of a virtual groupware for layout decision problems (1995) (1)
- Patient walk detection in hospital room using Microsoft Kinect V2. (2016) (1)
- Nightmare in cath lab (2018) (1)
- Sudden Cardiac Arrest Risk Assessment Using a Multivariate Model (2012) (1)
- Scenario Generation for Stochastic Problems via the Sparse Grid Method (2009) (1)
- Solution Approaches to Linear Fractional Programming and Its Stochastic Generalizations Using Second Order Cone Approximations (2021) (1)
- A Finitely Convergent Disjunctive Cutting Plane Algorithm for Bilinear Programming (2020) (1)
- Modeling equipment selection and changeover based on capacity utilization of scaleable SMT machine lines (1998) (1)
- Diversity Subsampling: Custom Subsamples from Large Data Sets (2022) (1)
- Service Center Location with Decision Dependent Utilities (2019) (1)
- An example to demonstrate the importance of using ellipsoidal norm in lattice basis reduction for branching on hyperplane algorithms (2009) (1)
- Sequential Convexification of a Bilinear Set (2020) (1)
- Pilot implementation of opioid stewardship measures using the national surgical quality improvement program-pediatric platform. (2021) (1)
- Implementation methodology from a social systems informatics and engineering perspective applied to a parenting training program. (2021) (1)
- Response to Kasiske et al, "Response to Bui et al, Patient Functional Status at Transplant and Its Impact on Post-Transplant Survival of Adult Deceased-Donor Kidney Recipients". (2019) (0)
- A New Method for Computing Stationary Distribution and Steady-State Performance Measures of a Continuous-State Markov Chain with a Queuing Application (2021) (0)
- Solving multi-stage stochastic linear programs using interior-point techniques in parallel (1994) (0)
- An algorithm for solving smooth convex programs based on Newton's method (1990) (0)
- Service Center Location with Decision Dependent Utilities with an Application to Early Stage Testing and Vaccination in Epidemic Planning (2019) (0)
- Scenario generation for stochastic optimization problems via the sparse grid method (2015) (0)
- On Solving General Two-Stage Stochastic Programs (2015) (0)
- Models and algorithms for distributionally robust least squares problems (2013) (0)
- A New Finite Approximation Method for Evaluating Steady-State Performance of a Continuous-State Markov Chain with an Application to Queues with Customer Abandonment (2023) (0)
- Pcx User Guide Pcx User Guide (1996) (0)
- A Finitely Convergent Cutting Plane, and a Bender's Decomposition Algorithm for Mixed-Integer Convex and Two-Stage Convex Programs using Cutting Planes (2021) (0)
- An empirical evaluation of a walk-relax-round heuristic for mixed integer convex programs (2014) (0)
- A Concentration Result of Estimating Phi-Divergence using Data Dependent Partition (2018) (0)
- A Geometric Branch and Bound Method for a Class of Robust Maximization Problems of Convex Functions. (2019) (0)
- Effective budget allocation to combat security risks to vulnerable cities (2011) (0)
- Sample average approximation of stochastic dominance constrained programs (2010) (0)
- IE 385: Intro to Health Systems Engineering - Northwestern University - Sanjay Mehrotra (Industrial Engineering and Management Sciences) (2013) (0)
- Can Interior Solutions Help in Solving Mixed Integer Programs (2014) (0)
- Organ Beneficiary Program: A Next Step (2009) (0)
- A Near-Optimal Finite Approximation Approach for Computing Stationary Distribution and Performance Measures of Continuous-State Markov Chains (2021) (0)
- Final Technical Report: Sparse Grid Scenario Generation and Interior Algorithms for Stochastic Optimization in a Parallel Computing Environment (2016) (0)
- Role of anthropomorphic avatars in engineering presentations (2004) (0)
- Volumetric center method for stochastic convex programs using sampling (2000) (0)
- Decomposition Methods For Solving Distributionally Robust Two-Stage Stochastic Integer Programs (2018) (0)
- IE 444: Healthcare Management Science - Northwestern University - Sanjay Mehrotra (Industrial Engineering and Management Sciences) (2013) (0)
- An adaptive step method for a class of linear complementarity problems (1991) (0)
- Analysis of a Path Following Method for Nonsmooth Convex Programs (2002) (0)
- Interior-Point Linear Programming Solver (1997) (0)
- A geometric branch and bound method for robust maximization of convex functions (2021) (0)
- A study of the lock-free tour problem and path-based reformulations (2019) (0)
- An empirical evaluation of walk-and-round heuristics for mixed integer linear programs (2013) (0)
- Congratulations to the IIE Transactions Best Paper Award Winners (2013) (0)
- Service center location problems with decision dependent utilities and a pandemic case study (2023) (0)
- An Algorithm for Stochastic Convex-Concave Fractional Programs with Applications to Production Efficiency and Equitable Resource Allocation (2021) (0)
- Distributionally robust optimization with decision dependent ambiguity sets (2020) (0)
- Identification of steady-state genetic networks: linear vs. non-linear models, simulation-optimization based inference methods, missing genes and network architecture (2006) (0)
- The Imperative For Proactive Response To Policy Shift - Early Anticipation and Reaction to Unintended HCC Disadvantage in Share 35.: Abstract# 621 (2014) (0)
- Using optimization models to demonstrate the need for structural changes in training programs for surgical medical residents (2013) (0)
- Mercury trading for sustainable industrial waste management (2005) (0)
- Northwestern Faculty Position (2012) (0)
- A Two-Stage Moment Robust Optimization Model and its Solution Using Decomposition ∗ (2013) (0)
- Impact of Presentation of Risks Information on Diabetics’ Self Management Response (2006) (0)
- Women Empowerment- Challenges and Government Policies (2016) (0)
- Understanding Patient's Refusal of Laryngectomies and the Survival Implications (2018) (0)
- 4162 Improving Data Capacity and Predictive Capability of NSQIP-P Using Designed Sampling from Databases (2020) (0)
- Healthcare back matter (2011) (0)
- Perspective on Healthcare Resource Management Problems: The Past and the Future (2010) (0)
- Kidney organ allocation: reducing discards (2023) (0)
- Expensive and reliable spare parts inventory system subject to a service constraint (1999) (0)
- The Authors' Reply. (2015) (0)
- The Author’s Reply: Improving Functional Status Reporting may Save Patient Lives and Reduce Kidney Discard (2020) (0)
- AIRWASHERS AND THEIR PERFORMANCE IN AIR -CONDITIONING (1963) (0)
- A quantitative approach for the analysis of clinician recognition of acute respiratory distress syndrome using electronic health record data - data repository (2019) (0)
- Optimization Modeling Improving Geographic Equity in Kidney Transplantation Using Alternative Kidney Sharing and (2014) (0)
- A United States Patent ( 19 ) 11 Patent Number : 5 , 396 , 468 (0)
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What Schools Are Affiliated With Sanjay Mehrotra?
Sanjay Mehrotra is affiliated with the following schools: