arXiv research

Reasoning models outperform LLMs on CFA exams.

Study evaluates LLMs like ChatGPT and GPT-4 on financial analysis tasks.

CFA improves model's ability to generalize across unseen domain-class combinations.

New model fusion method improves Bitcoin price prediction accuracy.

Paper proposes efficient methods for clustering and signal recovery in high-dimensional data with block structures.

We define a sutured cobordism category of surfaces with boundary and 3-manifolds with corners. In this category a sutured 3-manifold is regarded as a morphism from the empty surface to itself. In the process we define a new class of geometric objects, called bordered sutured manifolds, that generalize both sutured 3-ma…

Generative model designs highly designable proteins using geometric algebra.

Most digital cameras use sensors coated with a Color Filter Array (CFA) to capture channel components at every pixel location, resulting in a mosaic image that does not contain pixel values in all channels. Current research on reconstructing these missing channels, also known as demosaicing, introduces many artifacts, …

The paper defines contact invariants in bordered Floer homology.

Increasingly, discrimination by algorithms is perceived as a societal and legal problem. As a response, a number of criteria for implementing algorithmic fairness in machine learning have been developed in the literature. This paper proposes the Continuous Fairness Algorithm (CFA$θ$) which enables a continuous interpol…

InvestLM is a financial domain LLM tuned on LLaMA-65B for investment advice.

This article presents FVA and CVA of a bilateral derivative in a coherent manner, based on recent developments in fair value accounting and ISDA standards. We argue that a derivative liability, after primary risk factors being hedged, resembles in economics an issued variable funding note, and should be priced at the m…