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

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

SCHOLARLY PAPERS

15

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6,372

TOTAL CITATIONS
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SSRN RANKINGS

Top 43,319

in Total Papers Citations

30

Scholarly Papers (15)

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1.

Leveraging Comparables for New Product Sales Forecasting

Number of pages: 43 Posted: 14 Dec 2017 Last Revised: 30 Sep 2019
Lennart Baardman, Igor Levin, Georgia Perakis and Divya Singhvi
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 2,158 (15,693)
Citation 8

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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
Hamsa Bastani, Pavithra Harsha, Georgia Perakis and Divya Singhvi
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 626 (92,952)
Citation 8

Abstract:

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

3.

A Data-driven Approach to Improve Artisans' Productivity in Distributed Supply Chains

USC Marshall School of Business Research Paper Sponsored by iORB
Number of pages: 36 Posted: 07 Aug 2023 Last Revised: 23 Feb 2025
Divya Singhvi, Somya Singhvi and Xinyu Zhang
New York University (NYU) - Leonard N. Stern School of Business, USC Marshall School of Business and New York University (NYU) - Leonard N. Stern School of Business
Downloads 469 (133,125)

Abstract:

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Poverty alleviation, smallholder artisans, developing countries, empirical analysis, multi-method, predict-then-optimize framework, sustainable operations

4.

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 445 (141,825)
Citation 2

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

5.

Deep Policy Iteration with Integer Programming for Inventory Management

Number of pages: 48 Posted: 09 Aug 2021 Last Revised: 22 Nov 2024
Pavithra Harsha, Ashish Jagmohan, Jayant Kalagnanam, Brian Quanz and Divya Singhvi
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 420 (151,648)
Citation 3

Abstract:

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Reinforcement Learning, Inventory Management

6.

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
Georgia Perakis, Divya Singhvi and Yiannis Spantidakis
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 356 (182,480)

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Newsvendor problem, Inventory Management, Data-Driven Operations

7.

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 338 (193,095)

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

8.

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
Georgia Perakis, Divya Singhvi, Omar Skali Lami and Leann Thayaparan
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 300 (219,583)
Citation 7

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COVID-19, Epidemiology Modelling, SEIRD

9.

Increasing Parents' Engagement on Ed-Tech Platforms: Evidence from the Field

Number of pages: 56 Posted: 08 Aug 2024
Nishit Goyal, Alex Akira Okuno, Divya Singhvi and Somya Singhvi
Independent, New York University (NYU) - Leonard N. Stern School of Business, New York University (NYU) - Leonard N. Stern School of Business and USC Marshall School of Business
Downloads 297 (223,584)

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nudges, early childhood education, field experiment, developing countries, socially responsible operations, behavioral operations

10.

Design of Resale Platforms

Number of pages: 134 Posted: 20 Mar 2024 Last Revised: 14 May 2025
Ilan Morgenstern, Daniela Saban, Divya Singhvi and Somya Singhvi
Stanford Graduate School of Business, Stanford Graduate School of Business, New York University (NYU) - Leonard N. Stern School of Business and USC Marshall School of Business
Downloads 262 (253,569)

Abstract:

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Marketplaces, platform design, competition, search, pricing, resellers

11.

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

Manufacturing and Service Operations Management, forthcoming, Kilts Center at Chicago Booth Marketing Data Center Paper Forthcoming
Number of pages: 32 Posted: 11 Jul 2022 Last Revised: 26 Feb 2025
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 229 (288,760)

Abstract:

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food security, inclusive retail operations, socially responsible operations, policy design, low-income households, economic distress, behavioral operations

12.

Ancillary Services in Targeted Advertising: from Prediction to Prescription

Number of pages: 38 Posted: 01 Jun 2022 Last Revised: 03 Jun 2022
Georgia Perakis, Divya Singhvi, Omar Skali Lami, Alison Rose Ann Borenstein, Jiong Wei Lua, Ankit Mangal and Stefan Poninghaus
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 205 (320,939)
Citation 2

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

13.

Online Learning with Sample Selection Bias

Number of pages: 66 Posted: 06 Apr 2022 Last Revised: 08 Feb 2024
Divya Singhvi and Somya Singhvi
New York University (NYU) - Leonard N. Stern School of Business and USC Marshall School of Business
Downloads 189 (346,038)

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

14.

Online Learning for Repeated Nudging

NYU Stern School of Business Research Paper
Number of pages: 55 Posted: 10 Mar 2025
Anand Kalvit and Divya Singhvi
Stanford University and New York University (NYU) - Leonard N. Stern School of Business
Downloads 78 (674,835)

Abstract:

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K-Type Bandits, Optimal Nudging, Social-good

15.

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

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Data-Driven Operations, Returns, Inventory Optimization