Nikhil Malik

Carnegie Mellon University - David A. Tepper School of Business

5000 Forbes Avenue

Pittsburgh, PA 15213-3890

United States

  • Carnegie Mellon University - David A. Tepper School of Business

SCHOLARLY PAPERS

4

DOWNLOADS

708

SSRN CITATIONS

0

CROSSREF CITATIONS

2

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

  • Carnegie Mellon University - David A. Tepper School of Business

Scholarly Papers (4)

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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
Carnegie Mellon University - David A. Tepper School of Business, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 297 (114,579)
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.

Why Bitcoin Will Fail to Scale?

Number of pages: 73 Posted: 04 Feb 2019 Last Revised: 15 Nov 2019
Nikhil Malik, Manmohan Aseri, Param Vir Singh and Kannan Srinivasan
Carnegie Mellon University - David A. Tepper School of Business, Katz Graduate School of Business at University of Pittsburgh, Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 224 (152,494)
Citation 1

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

3.

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
Carnegie Mellon University - David A. Tepper School of Business and Carnegie Mellon University - David A. Tepper School of Business
Downloads 157 (209,768)

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

4.

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

Number of pages: 45
Nikhil Malik
Carnegie Mellon University - David A. Tepper School of Business
Downloads 30

Abstract:

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Machine Learning, Covariate Shift, Housing Market, Zillow, Bias - Variance Tradeoff