MarS leverages generative models to simulate realistic financial market scenarios.
Junjie Li, Yang Liu, Weiqing Liu
― 13 min read
Cutting edge science explained simply
MarS leverages generative models to simulate realistic financial market scenarios.
Junjie Li, Yang Liu, Weiqing Liu
― 13 min read
A new model merges diffusion processes and transformers for better time series analysis.
Defu Cao, Wen Ye, Yizhou Zhang
― 7 min read
A new approach enhances predictions of dynamic systems by incorporating memory.
Ricardo Buitrago Ruiz, Tanya Marwah, Albert Gu
― 5 min read
Introducing an efficient method for creating more accurate confidence bands in simulations.
Timothy Chan, Jangwon Park, Vahid Sarhangian
― 4 min read
Analyzing cryptocurrency price movements and their future stability.
Asim Ghosh, Soumyajyoti Biswas, Bikas K. Chakrabarti
― 5 min read
Examining how entropy regularization enhances decision-making in uncertain environments.
Jodi Dianetti, Giorgio Ferrari, Renyuan Xu
― 5 min read
A look into how uncertainty shapes mathematical models.
Qiubao Wang, Zeman Wang, Zhong Liu
― 5 min read
Explore stationary-increment harmonizable stable processes and their applications in various fields.
Ly Viet Hoang, Evgeny Spodarev
― 4 min read
Exploring new methods in event clustering analysis across various fields.
Tsz-Kit Jeffrey Kwan, Feng Chen, William Dunsmuir
― 8 min read
This paper discusses automated methods for transforming complex nonlinear optimization models into linear forms.
Jian Cao, Liyong Lin, Lele Li
― 5 min read
A model using weather derivatives helps Indian businesses manage climate-related risks.
Soumil Hooda, Shubham Sharma, Kunal Bansal
― 5 min read
Introducing a flexible model for estimating volatility across various fields.
Jason B. Cho, David S. Matteson
― 5 min read
This research presents a method to predict stock market volatility accurately.
Zhengyang Chi, Junbin Gao, Chao Wang
― 8 min read
A new algorithm enhances the creation of alpha factors for better investment insights.
Junjie Zhao, Chengxi Zhang, Min Qin
― 5 min read
This study analyzes price relationships among various cryptocoins to forecast trends.
Pasquale De Rosa, Pascal Felber, Valerio Schiavoni
― 6 min read
New methods for solving stochastic control problems without derivatives using neural networks.
Wei Cai, Shuixin Fang, Wenzhong Zhang
― 5 min read
A look at the significance and applications of Dickman type processes.
Danijel Grahovac, Anastasiia Kovtun, Nikolai N. Leonenko
― 4 min read
Quantum machine learning enhances anomaly detection for improved security in various sectors.
Sounak Bhowmik, Himanshu Thapliyal
― 5 min read
A new method simplifies estimating connections between probability distributions.
Aram-Alexandre Pooladian, Jonathan Niles-Weed
― 7 min read
Learn how kurtosis affects data behavior across various fields.
Bowen Zhou, Peirong Xu, Cheng Wang
― 5 min read
A look at CARMA processes and their simulation using tempered stable distributions.
Till Massing
― 5 min read
New approach improves regression estimates by effectively handling outliers linked to variables.
Zhan Gao, Hyungsik Roger Moon
― 5 min read
A new system enhances bug detection in smart contracts.
Sally Junsong Wang, Jianan Yao, Kexin Pei
― 4 min read
Examining fairness issues in transaction fraud detection systems.
Parameswaran Kamalaruban, Yulu Pi, Stuart Burrell
― 6 min read
A look into decision-making tools for uncertain financial systems.
Souvik Das, Siddhartha Ganguly, Ashwin Aravind
― 5 min read
Discover how truncated stop loss contracts help insurers manage risks efficiently.
Erik Bølviken, Yinzhi Wang
― 4 min read
This article discusses deep learning methods for solving optimal stopping problems in financial options.
Jiefei Yang, Guanglian Li
― 6 min read
Software uses machine learning for accurate cryptocoins price predictions.
Pasquale De Rosa, Pascal Felber, Valerio Schiavoni
― 5 min read
A study on how economic conditions impact yield curve behavior using a new model.
Siyu Bie, Francis X. Diebold, Jingyu He
― 6 min read
This article discusses how covariance matrices impact complex system behavior over time.
Leonardo Ferreira, Fernando Metz, Paolo Barucca
― 5 min read
Introducing an improved approach for tackling stochastic optimization problems with constraints.
Michael J. O'Neill
― 6 min read
A new model improves risk assessment in finance using advanced techniques.
Rangika Peiris, Minh-Ngoc Tran, Chao Wang
― 7 min read
Exploring correlations and dynamics in chaotic systems with neutral centers.
Hiroki Takahasi, Masato Tsujii
― 5 min read
A new method combining LLMs and multi-agent systems improves stock investment strategies.
Zhizhuo Kou, Holam Yu, Jingshu Peng
― 5 min read
A fresh approach to understanding price movements in financial markets.
Daniele Angelini, Matthieu Garcin
― 6 min read
This article explores periodic solutions in McKean-Vlasov stochastic differential equations.
Jianhai Bao, Goncalo Dos Reis, Yue Wu
― 7 min read
A new method for estimating true distributions from noisy streaming data.
Stefano Favaro, Sandra Fortini
― 8 min read
Exploring the roles of tensors and random walks in data science.
Shih-Yu Chang
― 5 min read
An effective method for approximating complex diffusion behaviors in various fields.
Yuga Iguchi, Toshihiro Yamada
― 4 min read
Analyzing how positive news affects company stock prices and their networks.
Hiroyasu Inoue, Yasuyuki Todo
― 8 min read