Vivek F. Farias

Massachusetts Institute of Technology (MIT) - Sloan School of Management

100 Main Street

E62-416

Cambridge, MA 02142

United States

  • Massachusetts Institute of Technology (MIT) - Sloan School of Management

SCHOLARLY PAPERS

8

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139

Scholarly Papers (8)

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1.

Assortment Optimization Under Consider-Then-Choose Choice Models

Number of pages: 56 Posted: 23 Jan 2020
Ali Aouad, Vivek F. Farias and Retsef Levi
Massachusetts Institute of Technology (MIT) - Sloan School of Management, Massachusetts Institute of Technology (MIT) - Sloan School of Management and MIT Sloan School of Management - Operations Research Center
Downloads 942 (53,759)
Citation 22

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Assortment optimization, dynamic programming, choice models, consider-then-choose

2.

Building Optimized and Hyperlocal Product Assortments: A Nonparametric Choice Approach

Number of pages: 32 Posted: 25 Jan 2017
Vivek F. Farias, Srikanth Jagabathula and Devavrat Shah
Massachusetts Institute of Technology (MIT) - Sloan School of Management, New York University (NYU) - Department of Information, Operations, and Management Sciences and Massachusetts Institute of Technology
Downloads 620 (93,401)
Citation 4

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choice modeling, marketing-operations interface, nonparametric methods, assortment optimization

3.

The Approximability of Assortment Optimization Under Ranking Preferences

Number of pages: 20 Posted: 03 Jun 2015 Last Revised: 02 Feb 2018
Ali Aouad, Vivek F. Farias, Retsef Levi and Danny Segev
Massachusetts Institute of Technology (MIT) - Sloan School of Management, Massachusetts Institute of Technology (MIT) - Sloan School of Management, MIT Sloan School of Management - Operations Research Center and Tel Aviv University - School of Mathematical Sciences
Downloads 532 (113,389)
Citation 47

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Assortment optimization, choice models, hardness of approximation, independent set, approximation algorithms

4.

Appendix: A Nonparametric Approach to Modeling Choice with Limited Data

Number of pages: 13 Posted: 15 Dec 2012
Vivek F. Farias, Srikanth Jagabathula and Devavrat Shah
Massachusetts Institute of Technology (MIT) - Sloan School of Management, New York University (NYU) - Department of Information, Operations, and Management Sciences and Massachusetts Institute of Technology
Downloads 273 (240,376)
Citation 59

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nonparametric choice, choice models, revenue prediction, utility preference, preference list, marketing mix

5.

Optimizing ICU Discharge Decisions with Patient Readmissions

Columbia Business School Research Paper No. 11-12
Number of pages: 41 Posted: 01 Sep 2011 Last Revised: 05 Oct 2011
Carri Chan, Vivek F. Farias, Nicholas Bambos and Gabriel J. Escobar
Columbia University - Columbia Business School, Massachusetts Institute of Technology (MIT) - Sloan School of Management, Stanford University and Kaiser Permanente
Downloads 227 (288,753)
Citation 1

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6.

Interest Subvention for Crop Loans in India: Win-Win or Win-Lose

Number of pages: 47 Posted: 18 May 2021
Disha Bhanot, Vivek F. Farias and Deeksha Sinha
Bharatiya Vidya Bhavan - S.P. Jain Institute of Management & Research (SPJIMR), Massachusetts Institute of Technology (MIT) - Sloan School of Management and Massachusetts Institute of Technology (MIT), Operations Research Center, Students
Downloads 207 (315,380)
Citation 1

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Interest Subvention, Agricultural Lending, Credit Subsidies, Crop Loans, Kisan Credit Card

7.

Universal Reinforcement Learning

IEEE Transactions on Information Theory, Vol. 56, No. 5, pp. 2441-2454, May 2010, Columbia Business School Research Paper No. 11-22
Number of pages: 15 Posted: 20 Oct 2011
Ciamac C. Moallemi, Vivek F. Farias and Benjamin Van Roy
Columbia University - Columbia Business School, Decision Risk and Operations, Massachusetts Institute of Technology (MIT) - Sloan School of Management and Stanford University - Department of Management Science & Engineering
Downloads 79 (663,552)

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8.

Stochastic Depletion Problems: Effective Myopic Policies for a Class of Dynamic Optimization Problems

Mathematics of Operations Research, Vol. 34, No. 2, pp. 333-350, 2009 , Columbia Business School Research Paper
Number of pages: 20 Posted: 20 Oct 2011
Carri Chan and Vivek F. Farias
Columbia University - Columbia Business School and Massachusetts Institute of Technology (MIT) - Sloan School of Management
Downloads 63 (750,516)
Citation 5

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