[1] Conceiving Naturally After IVF试管婴儿后自然受孕来源:ARXIV_20240502[2] DAM水坝来源:ARXIV_20240502[3] Pricing Catastrophe Bonds A Probabilistic Machine Learning Approach灾难债券定价的概率机器学习方法来源:ARXIV_20240503[4] Mathematics of Differential Machine Learning in Derivative Pricing and Hedging导数定价和套期保值中的微分机器学习数学来源:ARXIV_20240503
[1] Conceiving Naturally After IVF
标题:试管婴儿后自然受孕作者:Fabio I. Martinenghi, Xian Zhang, Luk Rombauts, Georgina M. Chambers来源:ARXIV_20240502Abstract : A growing share of the world s population is being born via assisted reproductive technology (ART), including in vitro fertilisation (IVF). However, two concerns persist. First, ART pregnancies correlate with predictors of poor outcomes at birth and it is unclear whether this relationship is causal. Second, the emotional and financial costs associated with ART use might exacerbate defensive medical behaviour,......(摘要翻译及全文见知识星球)Keywords :
[2] DAM
标题:水坝作者:Yihang Fu, Mingyu Zhou, Luyao Zhang来源:ARXIV_20240502Abstract : In the distributed systems landscape, Blockchain has catalyzed the rise of cryptocurrencies, merging enhanced security and decentralization with significant investment opportunities. Despite their potential, current research on cryptocurrency trend forecasting often falls short by simplistically merging sentiment data without fully considering the nuanced interplay between financial market dynamics and external sentiment influences. This paper presents a novel Dual Attention Mechanism (DAM)......(摘要翻译及全文见知识星球)Keywords :
[3] Pricing Catastrophe Bonds A Probabilistic Machine Learning Approach
标题:灾难债券定价的概率机器学习方法作者:Xiaowei Chen, Hong Li, Yufan Lu, Rui Zhou来源:ARXIV_20240503Abstract : This paper proposes a probabilistic machine learning method to price catastrophe (CAT) bonds in the primary market. The proposed method combines machine learning based predictive models with Conformal Prediction, an innovative algorithm that generates distribution free probabilistic forecasts for CAT bond prices. Using primary market CAT bond transaction records between January 1999 and March 2021, the proposed method is found to......(摘要翻译及全文见知识星球)Keywords :
[4] Mathematics of Differential Machine Learning in Derivative Pricing and Hedging
标题:导数定价和套期保值中的微分机器学习数学作者:Pedro Duarte Gomes来源:ARXIV_20240503
Abstract : This article introduces the groundbreaking concept of the financial differential machine learning algorithm through a rigorous mathematical framework. Diverging from existing literature on financial machine learning, the work highlights the profound implications of theoretical assumptions within financial models on the construction of machine learning algorithms. This endeavour is particularly timely as the finance landscape witnesses a surge in interest towards data......(摘要翻译及全文见知识星球)Keywords :
