Nikhil Malik

Marshall School of Business, USC

701 Exposition Blvd

Los Angeles, CA California 90089

United States

  • Marshall School of Business, USC

SCHOLARLY PAPERS

8

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Top 37,109

in Total Papers Downloads

2,272

SSRN CITATIONS

7

CROSSREF CITATIONS

3

Ideas:
“  Human - AI Interactions.Blockchain and AI applications in Consumer Finance.Technology in Marketing.  ”

  • Marshall School of Business, USC

Scholarly Papers (8)

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1.

A Dynamic Analysis of Beauty Premium

Number of pages: 115 Posted: 25 Jul 2018 Last Revised: 08 Jun 2020
Nikhil Malik, Param Vir Singh and Kannan Srinivasan
Marshall School of Business, USC, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 646 (69,202)
Citation 1

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Beauty Premium, Personal Marketing, Bias in workplace, Perceptions, Beliefs, Preferences, Attractiveness Prediction, Generative Deep Learning, Image Morphing, Text Mining

2.

Does Machine Learning Amplify Pricing Errors in Housing Market? : Economics of ML Feedback Loops

Number of pages: 61 Posted: 08 Jan 2021 Last Revised: 21 Feb 2023
Nikhil Malik
Marshall School of Business, USC
Downloads 508 (93,414)
Citation 2

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Algorithmic Price, Economics of AI, Bias-Variance, Housing Market, Zillow, Zestimate.

3.

Blockchain for Creative Industries: Current State and Research Opportunities

International Journal of Research in Marketing, Forthcoming
Number of pages: 17 Posted: 04 Aug 2022
Nikhil Malik, Yanhao 'Max' Wei, Gil Appel and Lan Luo
Marshall School of Business, USC, University of Southern California - Marshall School of Business, The George Washington University and University of Southern California
Downloads 389 (127,778)
Citation 1

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4.

Deep Learning in Computer Vision: Methods, Interpretation, Causation and Fairness

Number of pages: 32 Posted: 12 Jun 2019 Last Revised: 09 Oct 2019
Nikhil Malik and Param Vir Singh
Marshall School of Business, USC and Carnegie Mellon University - David A. Tepper School of Business
Downloads 288 (176,738)
Citation 3

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Computer Vision, Deep Learning, Optimization, Generative Models, Interpretability, Causality, Fairness

5.

Unstructured Data, Econometric Models, and Estimation Bias

USC Marshall School of Business Research Paper Sponsored by iORB
Number of pages: 37 Posted: 20 May 2022 Last Revised: 12 Sep 2023
Yanhao 'Max' Wei and Nikhil Malik
University of Southern California - Marshall School of Business and Marshall School of Business, USC
Downloads 267 (191,560)

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unstructured data, econometric models, estimation bias, machine learning, extraction error, measurement error

6.

Algorithm Failures and Consumers’ Response: Evidence From Zillow

Number of pages: 41 Posted: 27 Jul 2023
Isamar Troncoso, Runshan Fu, Nikhil Malik and Davide Proserpio
Harvard Business School, New York University (NYU) - Leonard N. Stern School of Business, Marshall School of Business, USC and Marshall School of Business, University of Southern California
Downloads 108 (416,148)

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Algorithmic Pricing, AI Trust, Economics of AI, Housing Market, Zillow

7.

Why Does My Zestimate Fluctuate? Model Overfitting for Platform Ad Revenue

Number of pages: 38 Posted: 12 Apr 2023
Nikhil Malik and Runshan Fu
Marshall School of Business, USC and New York University (NYU) - Leonard N. Stern School of Business
Downloads 66 (558,251)

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Economics of AI, Algorithmic Pricing, Bias-Variance, Principal Agent Model, Housing Market

8.

Why Bitcoin Will Fail to Scale?

Posted: 04 Feb 2019 Last Revised: 02 Oct 2022
Nikhil Malik, Manmohan Aseri, Param Vir Singh and Kannan Srinivasan
Marshall School of Business, USC, University of Pittsburgh - Katz Graduate School of Business, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 0 (1,029,675)
Citation 2

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Bitcoin, Blockchain, Miners, Collusion, Repeated Game, Fees, MicroPayments, Scalability, Security