Nikhil Malik

Marshall School of Business, USC

701 Exposition Blvd

Los Angeles, CA California 90089

United States

SCHOLARLY PAPERS

9

DOWNLOADS
Rank 29,822

SSRN RANKINGS

Top 29,822

in Total Papers Downloads

3,240

SSRN CITATIONS
Rank 38,090

SSRN RANKINGS

Top 38,090

in Total Papers Citations

23

CROSSREF CITATIONS

3

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

Scholarly Papers (9)

1.

When Does Beauty Pay? A Large-Scale Image Based Appearance Analysis on Career Transitions

Number of pages: 38 Posted: 25 Jul 2018 Last Revised: 30 Sep 2023
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 862 (53,495)
Citation 1

Abstract:

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

2.

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

Number of pages: 58 Posted: 08 Jan 2021 Last Revised: 26 Mar 2024
Nikhil Malik and Emaad Manzoor
Marshall School of Business, USC and Cornell University, Ithaca, New York
Downloads 581 (89,197)
Citation 3

Abstract:

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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 479 (113,120)
Citation 5

Abstract:

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4.

Algorithm Failures and Consumers’ Response: Evidence From Zillow

Number of pages: 41 Posted: 27 Jul 2023
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 439 (125,401)

Abstract:

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

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 372 (151,417)

Abstract:

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

6.

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 328 (173,579)
Citation 3

Abstract:

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

7.

Why does my Zestimate fluctuate? Platform design of Algorithmic Pricing Models

Number of pages: 51 Posted: 12 Apr 2023 Last Revised: 01 Nov 2023
Nikhil Malik and Runshan Fu
Marshall School of Business, USC and New York University (NYU) - Leonard N. Stern School of Business
Downloads 116 (443,440)

Abstract:

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Platforms, Algorithmic Pricing, Bias-Variance tradeoff, Economics of AI, Housing Market

8.

Regulating Explainable AI (XAI) May Harm Consumers

Number of pages: 57 Posted: 17 Oct 2023 Last Revised: 11 Apr 2024
Carnegie Mellon University, David A. Tepper School of Business, Students, 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 63 (645,912)

Abstract:

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Machine Learning, Explainable AI, Economics of AI, Regulation, Fairness

9.

Why Bitcoin Will Fail to Scale?

Posted: 04 Feb 2019 Last Revised: 02 Oct 2022
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 (1,155,284)
Citation 2

Abstract:

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