Nikhil Malik

Marshall School of Business, USC

701 Exposition Blvd

Los Angeles, CA California 90089

United States

SCHOLARLY PAPERS

5

DOWNLOADS
Rank 42,112

SSRN RANKINGS

Top 42,112

in Total Papers Downloads

1,559

SSRN CITATIONS

3

CROSSREF CITATIONS

3

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

Scholarly Papers (5)

1.

A Dynamic Analysis of Beauty Premium

Number of pages: 115 Posted: 25 Jul 2018 Last Revised: 08 Jun 2020
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 512 (75,863)
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.

Why Bitcoin Will Fail to Scale?

Number of pages: 69 Posted: 04 Feb 2019 Last Revised: 15 Apr 2021
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 455 (87,514)
Citation 2

Abstract:

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

3.

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

Number of pages: 68 Posted: 08 Jan 2021 Last Revised: 10 Jan 2022
Nikhil Malik
Marshall School of Business, USC
Downloads 342 (121,063)

Abstract:

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

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 244 (171,359)
Citation 3

Abstract:

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

5.

Machine Learning, Econometric Models, and Estimation Bias

Number of pages: 31 Posted: 20 May 2022
Yanhao 'Max' Wei and Nikhil Malik
University of Southern California - Marshall School of Business and Marshall School of Business, USC
Downloads 6 (822,697)

Abstract:

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