Divya Singhvi

New York University (NYU) - Leonard N. Stern School of Business

44 West 4th Street

Suite 9-160

New York, NY NY 10012

United States

SCHOLARLY PAPERS

11

DOWNLOADS
Rank 25,044

SSRN RANKINGS

Top 25,044

in Total Papers Downloads

2,886

SSRN CITATIONS

3

CROSSREF CITATIONS

9

Scholarly Papers (11)

1.

Leveraging Comparables for New Product Sales Forecasting

Number of pages: 43 Posted: 14 Dec 2017 Last Revised: 30 Sep 2019
University of Michigan, Stephen M. Ross School of Business, Johnson & Johnson - Johnson & Johnson Consumer Companies Inc., Massachusetts Institute of Technology (MIT) - Sloan School of Management and New York University (NYU) - Leonard N. Stern School of Business
Downloads 1,479 (18,139)
Citation 8

Abstract:

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Data-driven Operations, New Products, Forecasting, Clustering, Regularization, LASSO

2.

Learning Personalized Product Recommendations with Customer Disengagement

Number of pages: 45 Posted: 13 Sep 2018 Last Revised: 25 Jun 2021
University of Pennsylvania - The Wharton School, IBM Research, Massachusetts Institute of Technology (MIT) - Sloan School of Management and New York University (NYU) - Leonard N. Stern School of Business
Downloads 351 (120,958)
Citation 6

Abstract:

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bandits, recommendation systems, collaborative filtering, disengagement, cold start

3.

Extended Sampled Tree Ensembles for Classification and Regression

Number of pages: 39 Posted: 08 Jan 2020 Last Revised: 17 Dec 2021
Georgia Perakis, Divya Singhvi and Omar Skali Lami
Massachusetts Institute of Technology (MIT) - Sloan School of Management, New York University (NYU) - Leonard N. Stern School of Business and Massachusetts Institute of Technology (MIT) - Operations Research Center
Downloads 234 (183,000)

Abstract:

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Machine Learning, Ensemble Tree Methods, Random Forests, Predictive Analytics, Regression, Classification, Interpretability

4.

Leveraging the Newsvendor for Inventory Distribution at a Large Fashion E-Retailer With Depth and Capacity Constraints

Number of pages: 36 Posted: 12 Aug 2020
Massachusetts Institute of Technology (MIT) - Sloan School of Management, New York University (NYU) - Leonard N. Stern School of Business and Massachusetts Institute of Technology (MIT) - Operations Research Center
Downloads 206 (206,325)

Abstract:

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Newsvendor problem, Inventory Management, Data-Driven Operations

5.

COVID-19: A Multipeak SIR Based Model for Learning Waves and Optimizing Testing

Number of pages: 35 Posted: 01 Jun 2021 Last Revised: 29 Nov 2021
Massachusetts Institute of Technology (MIT) - Sloan School of Management, New York University (NYU) - Leonard N. Stern School of Business, Massachusetts Institute of Technology (MIT) - Operations Research Center and Massachusetts Institute of Technology (MIT), Operations Research Center, Students
Downloads 190 (221,821)
Citation 3

Abstract:

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COVID-19, Epidemiology Modelling, SEIRD

6.

Dynamic Pricing with Unknown Non-Parametric Demand and Limited Price Changes

Number of pages: 50 Posted: 09 Mar 2019 Last Revised: 07 Jul 2020
Georgia Perakis and Divya Singhvi
Massachusetts Institute of Technology (MIT) - Sloan School of Management and New York University (NYU) - Leonard N. Stern School of Business
Downloads 180 (232,430)
Citation 1

Abstract:

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learning, dynamic pricing, non-parametric models, limited price changes

7.

Math Programming based Reinforcement Learning for Multi-Echelon Inventory Management

Number of pages: 16 Posted: 09 Aug 2021 Last Revised: 08 Oct 2021
IBM Research, IBM, IBM Corporation - Thomas J. Watson Research Center, affiliation not provided to SSRN and New York University (NYU) - Leonard N. Stern School of Business
Downloads 123 (316,951)

Abstract:

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Reinforcement Learning, Inventory Management

8.

Increasing Charity Donations: A Bandit Learning Approach

Number of pages: 44 Posted: 06 Apr 2022 Last Revised: 22 Jun 2022
Divya Singhvi and Somya Singhvi
New York University (NYU) - Leonard N. Stern School of Business and USC Marshall School of Business
Downloads 90 (388,039)

Abstract:

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Bandits, donations, personalization, sample-selection bias, crowd-funding platforms

9.

Ancillary Services in Targeted Advertising: from Prediction to Prescription

Number of pages: 38 Posted: 01 Jun 2022 Last Revised: 03 Jun 2022
Massachusetts Institute of Technology (MIT) - Sloan School of Management, New York University (NYU) - Leonard N. Stern School of Business, Massachusetts Institute of Technology (MIT) - Operations Research Center, Independent, Independent, Independent and Independent
Downloads 29 (637,499)

Abstract:

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display optimization, NPV estimation, classification, causal inference, predictive analytics, prescriptive analytics, online retail

10.

Buying Cheap: Brand Switching During Economic Distress and Its Disparate Impact on Consumers

Number of pages: 32 Posted: 11 Jul 2022 Last Revised: 06 Aug 2022
Shantanu Dutta, Divya Singhvi and Somya Singhvi
University of Southern California - Marshall School of Business, New York University (NYU) - Leonard N. Stern School of Business and USC Marshall School of Business
Downloads 4 (866,260)

Abstract:

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inclusive retail operations, behavioral operations, policy design, low-income households, economic distress

11.

First Delivery Gaps: A Supply Chain Lever to Reduce Product Returns in Online Retail

Posted: 25 Apr 2019
Georgia Perakis and Divya Singhvi
Massachusetts Institute of Technology (MIT) - Sloan School of Management and New York University (NYU) - Leonard N. Stern School of Business

Abstract:

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Data-Driven Operations, Returns, Inventory Optimization