9 citations
- University of LiverpoolGB5 papers
- AlbaNovaSE1 paper
- Argonne National LaboratoryUS1 paper
- Boston UniversityUS1 paper
- Chalmers University of TechnologySE1 paper
- Commonwealth Scientific and Industrial Research OrganisationAU1 paper
- Data61AU1 paper
- Fermi National Accelerator LaboratoryUS1 paper
- Kendall CollegeUS1 paper
- KTH Royal Institute of TechnologySE1 paper
- Lawrence Livermore National SecurityUS1 paper
- Liverpool John Moores UniversityGB1 paper
Showing cs.LGShow all
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cs.LG2025★ 1 cited
MTS: A Deep Reinforcement Learning Portfolio Management Framework with Time-Awareness and Short-Selling
Fengchen Gu, Zhengyong Jiang, Ángel F. García-Fernández +3
Portfolio management remains a crucial challenge in finance, with traditional methods often falling short in complex and volatile market environments. While deep reinforcement appr…
cs.LG2023★ 3 cited
DeepHGCN: Toward Deeper Hyperbolic Graph Convolutional Networks
Jiaxu Liu, Xinping Yi, Xiaowei Huang
Hyperbolic graph convolutional networks (HGCNs) have demonstrated significant potential in extracting information from hierarchical graphs. However, existing HGCNs are limited to s…