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
6 papers
Responsible LLM Deployment for High-Stake Decisions by Decentralized Technologies and Human-AI Interactions
Swati Sachan, Theo Miller, Mai Phuong Nguyen
High-stakes decision domains are increasingly exploring the potential of Large Language Models (LLMs) for complex decision-making tasks. However, LLM deployment in real-world setti…
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…
Multi-Peaked Non-Thermal Light Curves from Magnetar-Powered Gamma-Ray Bursts
Conor M. B. Omand, Nikhil Sarin, Gavin P. Lamb
Binary neutron star mergers and collapsing massive stars can both create millisecond magnetars. Such magnetars are candidate engines to power gamma-ray bursts (GRBs). The non-therm…
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…
Light Scalar Meson and Decay Constant in SU(3) Gauge Theory with Eight Dynamical Flavors
Lattice Strong Dynamics Collaboration, R. C. Brower, E. Owen +15
The SU(3) gauge theory with nearly massless Dirac fermions has long been of theoretical and phenomenological interest due to the near-conformality arising from its proximit…
Extended target Poisson multi-Bernoulli mixture trackers based on sets of trajectories
Yuxuan Xia, Karl Granström, Lennart Svensson +2
The Poisson multi-Bernoulli mixture (PMBM) is a multi-target distribution for which the prediction and update are closed. By applying the random finite set (RFS) framework to multi…