Friday, June 5, 2026

AI in Asset Management: Tools, Applications and Limitations

AI in Asset Management: Tools, Applications and Limitations

Blitz, David, Matthias X. Hanauer, Tobias Hoogteijling and Clint Howard. 2023. “The Conceptual Structure of Machine Learning Alpha.” Working paper (July 19). doi:10.2139/ssrn.4474637.

Brown, Tom B., Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, et al. 2020. “Language Models are Few-Shot Learners.” In the 12 months 1877-901. doi:10.48550/arXiv.2005.14165.

Gu, Shihao, Bryan Kelly and Dacheng Xiu. 2020. “Empirical Asset Pricing through Machine Learning.” 33 (5): 2223–73. doi:10.1093/rfs/hhaa009.

Konstantinov, Gueorgui S. and Frank J. Fabozzi. 2025. Hoboken, NJ: John Wiley & Sons.

Vaswani, Ashish, Noam Shazeer, Niki Parmar, Jacob Uszkoreit, Llion Jones, Aidan N. Gomez, Łukasz Kaiser and Illia Polosukhin. 2017. “Attention is all you need.” In the 12 months 6000–1

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