Areas of Expertise
Topics: Algorithmic Pricing, Economics of AI and Web 3.0
Methods: Machine Learning, Econometrics and Game Theory
Markets and Platforms: Housing Market (Zillow, RedFin), Decentralized Markets (Blockchains, NFTs) and Creative Content (Music, Pictures)
Social Science Research Network (SSRN) and Google Scholar Pages.
Publications
Regulating eXplainable Artificial Intelligence (XAI) May Harm Consumers. Mohammadi B., Malik N., Derdenger T. and Srinivasan K. Accepted at Marketing Science. 2024.
When does beauty pay? An ML based measurement of beauty bias. Malik N., Singh P.V. and Srinivasan K.
Information Systems Research (ISR). 2023. More details...
Why Bitcoin will fail to scale? Economics of collusion on Blockchain. Malik N., Aseri M., Singh P.V and Srinivasan K.
Management Science 68, no. 10 (2022): 7323-7349. More details...
Blockchain Technology in Creative Industry. Malik N., Wei M., Gil A. and Luo L.
International Journal of Research in Marketing (IJRM) 2022, ISSN 0167-8116.
Deep Learning in Computer Vision: Methods, Interpretation, Causation and Fairness. Malik N. and Singh P.V.
Operations Research & Management Science in the Age of Analytics. INFORMS, 2019. 73-100.
Under Journal Review (R&R)
Unstructured Data, Econometric Models, and Estimation Bias. Wei Y. and Malik N. Management Science.
Designing Effective Music Excerpts. Manzoor E. and Malik N. Marketing Science.
Can Machine Learning Based Algorithmic Prices Amplify Product Mispricing?. Malik N. and Manzoor E. Management Science.