Karthik Natarajan

Singapore University of Technology and Design (SUTD)

20 Dover Drive

Singapore, 138682

Singapore

SCHOLARLY PAPERS

8

DOWNLOADS

490

CITATIONS

5

Scholarly Papers (8)

1.

'Marginal Estimation Price Optimization': Data Driven Multi-Product Pricing Problem

Number of pages: 42 Posted: 01 Sep 2016 Last Revised: 18 Jul 2017
Zhenzhen Yan, Cong Cheng, Karthik Natarajan and Chung-Piaw Teo
Nanyang Technological University, Northeastern University, China, Singapore University of Technology and Design (SUTD) and NUS Business School - Department of Decision Sciences
Downloads 223 (135,131)
Citation 1

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Marginal Distribution Model, Marginal Estimation Price Optimization, Data Driven Pricing

2.

Distributionally Robust Linear and Discrete Optimization with Marginals

Number of pages: 69 Posted: 27 Apr 2018
Massachusetts Institute of Technology (MIT), Operations Research Center, Students, Massachusetts Institute of Technology (MIT), Singapore University of Technology and Design (SUTD), Massachusetts Institute of Technology (MIT) - School of Engineering and Nanyang Technological University
Downloads 127 (220,379)

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Robust Optimization, Discrete Optimization, Optimal Transport

3.

Least Squares Approximation to the Distribution of Project Completion Times with Gaussian Uncertainty

Operations Research, , Vol. 64, No. 6, pp. 1406-1421, 2016
Number of pages: 42 Posted: 25 May 2016 Last Revised: 13 Feb 2018
Zhichao Zheng, Karthik Natarajan and Chung-Piaw Teo
Singapore Management University - Lee Kong Chian School of Business, Singapore University of Technology and Design (SUTD) and NUS Business School - Department of Decision Sciences
Downloads 65 (338,006)
Citation 1

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Distribution Approximation; Persistency; Stein's Identity; Project Management; Statistical Timing Analysis

4.

Distributionally Robust Mixed Integer Linear Programs: Persistency Models with Applications

European Journal of Operational Research, Vol. 233, No. 3, pp. 459–473, 2014
Number of pages: 40 Posted: 24 May 2016 Last Revised: 13 Feb 2018
Xiaobo Li, Karthik Natarajan, Chung-Piaw Teo and Zhichao Zheng
National University of Singapore, Singapore University of Technology and Design (SUTD), NUS Business School - Department of Decision Sciences and Singapore Management University - Lee Kong Chian School of Business
Downloads 32 (451,669)
Citation 1

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5.

Mixed 0-1 Linear Programs Under Objective Uncertainty: A Completely Positive Representation

Operations Research, Vol. 59, No. 3, pp. 713-728, 2011
Number of pages: 36 Posted: 25 May 2016 Last Revised: 13 Feb 2018
Karthik Natarajan, Chung-Piaw Teo and Zhichao Zheng
Singapore University of Technology and Design (SUTD), NUS Business School - Department of Decision Sciences and Singapore Management University - Lee Kong Chian School of Business
Downloads 29 (465,771)
Citation 11

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Mixed 0-1 Linear Program; Moments; Completely Positive Program

6.

Exploiting Partial Correlations in Distributionally Robust Optimization

Number of pages: 32 Posted: 13 Nov 2018
Divya Padmanabhan, Karthik Natarajan and Karthyek Murthy
Singapore University of Technology and Design (SUTD), Singapore University of Technology and Design (SUTD) and Columbia University
Downloads 8 (586,115)

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Distributionally Robust Optimization, Correlation, Tractable, Appointment Scheduling, PERT, Assignment Problem

7.

On the Heavy-Tail Behavior of the Distributionally Robust Newsvendor

Number of pages: 31 Posted: 20 Jun 2018
Bikramjit Das, Anulekha Dhara and Karthik Natarajan
Singapore University of Technology and Design (SUTD), University of Michigan at Ann Arbor and Singapore University of Technology and Design (SUTD)
Downloads 6 (598,786)
Citation 1

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8.

Tracking-Error Models for Multiple Benchmarks: Theory and Empirical Performance

Posted: 25 May 2016 Last Revised: 04 Oct 2018
Yunchao Xu, Karthik Natarajan, Chung-Piaw Teo and Zhichao Zheng
New York University (NYU) - Leonard N. Stern School of Business, Singapore University of Technology and Design (SUTD), NUS Business School - Department of Decision Sciences and Singapore Management University - Lee Kong Chian School of Business

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