Dorien Herremans

Associate Professor, SUTD
AMAAI - Audio, Music, and AI

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Publications

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Author Title Type [ Year(Desc)]
Filters: Author is J. Ong  [Clear All Filters]
2023
Ong J., Herremans D..  2023.  Constructing Time-Series Momentum Portfolios with Deep Multi-Task Learning. Expert Systems with Applications. 230(120587)
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PDF icon 2306.13661.pdf (707.95 KB)
2024
Ong J., Herremans D..  2024.  DeepUnifiedMom: Unified Time-series Momentum Portfolio Construction via Multi-Task Learning with Multi-Gate Mixture of Experts. arXiv:2406.08742.
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PDF icon 2406.08742v1.pdf (1.06 MB)
Ong J..  2024.  Modern Portfolio Construction with Advanced Deep Learning Models. SUTD. PhD
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PDF icon Joel_Ong_Thesis.pdf (3.44 MB)