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Marc Stam

Tilburg University

P.O. Box 90153

Tilburg, 5000 LE

Netherlands

  • Tilburg University

SCHOLARLY PAPERS

2

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Scholarly Papers (2)

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1.

Do Machine Learning Models Need to Be Sector Experts?

Number of pages: 52 Posted: 06 May 2025 Last Revised: 02 Mar 2026
Matthias X. Hanauer, Amar Soebhag, Marc Stam and Tobias Hoogteijling
Technische Universität München (TUM), Erasmus University Rotterdam (EUR) - Department of Business Economics, Tilburg University and Robeco Quantitative Investments
Downloads 1,316 (38,444)

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Asset pricing, return predictability, machine learning

2.

Transfer Learning for Expected Returns

Number of pages: 64 Posted: 02 Feb 2023 Last Revised: 14 Jul 2026
Julio A. Crego, Jens Soerlie Kvaerner and Marc Stam
Nova School of Business & Economics, BI Norwegian Business School and Tilburg University
Downloads 968 (60,872)

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Transfer Learning, Equity Options, Accounting