Latest Articles for Finance

Statistical Finance Understanding Exchange Rate Volatility

Learn what drives changes in currency values and how to navigate the market.

Igor Martins, Hedibert Freitas Lopes

2025-05-01T03:41:00+00:00 ― 7 min read

Machine Learning Simplifying Time Series Data with QABBA

QABBA streamlines time series data analysis for clearer insights.

Erin Carson, Xinye Chen, Cheng Kang

2025-04-30T17:25:41+00:00 ― 6 min read

Optimization and Control The Importance of Planning in Energy Storage

Learn how planning horizons impact energy storage decisions and profits.

Eléa Prat, Richard M. Lusby, Juan Miguel Morales

2025-04-30T14:37:16+00:00 ― 6 min read

Computational Engineering, Finance, and Science Navigating the World of Large Language Models in Finance

Exploring how LLMs assist in investment strategies and market predictions.

Yoshia Abe, Shuhei Matsuo, Ryoma Kondo

2025-04-30T11:13:20+00:00 ― 7 min read

Data Structures and Algorithms Unlocking the Secrets of Time Series Patterns

Explore efficient methods to find order-preserving patterns in time series data.

Ling Li, Wiktor Zuba, Grigorios Loukides

2025-04-30T10:22:40+00:00 ― 5 min read

Machine Learning Harnessing AI for Smarter Energy Trading

New deep learning model optimizes electricity price forecasting for virtual bidding.

Xuesong Wang, Sharaf K. Magableh, Oraib Dawaghreh

2025-04-30T07:50:30+00:00 ― 7 min read

Operator Algebras Understanding Random Matrices and Their Implications

A look into how random matrices help explain complex systems.

Max Sun Zhou

2025-04-30T02:00:40+00:00 ― 6 min read

Machine Learning Improving Payment Success with Contextual Bandits

Learn how contextual bandits enhance payment processing efficiency.

Akhila Vangara, Alex Egg

2025-04-30T00:40:00+00:00 ― 7 min read

Methodology Navigating Mutual Fund Performance: A Practical Guide

Learn effective ways to choose skilled mutual funds for better investing.

Hongfei Wang, Long Feng, Ping Zhao

2025-04-29T20:01:33+00:00 ― 6 min read

Statistics Theory Navigating Unimodal Maps in a Noisy World

Learn how unimodal maps help us predict amidst noise.

Fabrizio Lillo, Stefano Marmi, Matteo Tanzi

2025-04-29T14:40:31+00:00 ― 9 min read

Machine Learning How Data Disruption Affects Decision Making

Learn how attackers manipulate data and disrupt decision making processes.

William N. Caballero, Matthew LaRosa, Alexander Fisher

2025-04-29T07:24:45+00:00 ― 5 min read

Cryptography and Security Keeping Your Data Safe: Confidential Computing Explained

Learn how Confidential Computing protects sensitive information in today's digital world.

Caihua Li, Seung-seob Lee, Lin Zhong

2025-04-28T23:18:45+00:00 ― 5 min read

Computational Finance New Methods in Trading: Decision Transformers

A fresh approach to trading strategies using Decision Transformers and Offline Reinforcement Learning.

Suyeol Yun

2025-04-28T21:31:48+00:00 ― 6 min read

Computation Navigating Data with the Zig-Zag Algorithm

A simple guide to understanding the Zig-Zag algorithm and its benefits.

Sanket Agrawal, Joris Bierkens, Gareth O. Roberts

2025-04-28T07:29:15+00:00 ― 4 min read

Methodology Functional Data Analysis: A Fresh Perspective

Learn how Functional Data Analysis transforms our approach to evolving data.

Catalina Lesmes, Francisco Zuluaga, Henry Laniado

2025-04-28T03:30:00+00:00 ― 4 min read

Probability Understanding Drawdowns in Investment Strategies

Learn about drawdowns and their impact on investing decisions.

Paavo Salminen, Pierre Vallois

2025-04-28T00:37:30+00:00 ― 5 min read

General Economics Decoding Causal Inference in Finance

A look into how causal inference shapes financial decision-making.

Ying Chen, Ziwei Xu, Kotaro Inoue

2025-04-27T15:56:30+00:00 ― 6 min read

Artificial Intelligence Twitter's Impact on Bitcoin Prices Uncovered

This article examines how tweets influence Bitcoin price movements.

Ashutosh Hathidara, Gaurav Atavale, Suyash Chaudhary

2025-04-26T17:50:00+00:00 ― 5 min read

Machine Learning Transforming Finance: The Rise of TKGMLP

A new model improves financial data analysis and predictions.

Mingming Zhang, Jiahao Hu, Pengfei Shi

2025-04-26T10:54:45+00:00 ― 6 min read

Portfolio Management Smart Choices in Investment Strategies

Learn how investors can make better payoff choices.

Silvana M. Pesenti, Steven Vanduffel, Yang Yang

2025-04-26T10:21:12+00:00 ― 6 min read

Machine Learning Spotting Cheaters in Machine Learning Systems

Learn how to identify those gaming machine learning models for unfair advantage.

Trenton Chang, Lindsay Warrenburg, Sae-Hwan Park

2025-04-26T02:44:00+00:00 ― 6 min read

Dynamical Systems Understanding Rare Events Through Fractional Poisson Processes

A guide to analyzing rare events with the Fractional Poisson Process.

Dylan Bansard-Tresse

2025-04-26T00:35:36+00:00 ― 7 min read

Risk Management FE-GAN: A New Tool for Financial Risk Assessment

FE-GAN provides improved predictions for financial risk management using historical data.

Ling Chen

2025-04-25T19:40:30+00:00 ― 7 min read

Mathematical Finance Understanding the Capital Asset Pricing Model and Stock Behavior

A look into small vs. large stocks and investment risks.

Abraham Atsiwo, Andrey Sarantsev

2025-04-23T23:10:36+00:00 ― 7 min read

Optimization and Control Advancing Online Optimization with New Algorithms

Two new algorithms enhance online optimization in dynamic environments.

Umberto Casti, Sandro Zampieri

2025-04-23T20:23:06+00:00 ― 6 min read

Portfolio Management Optimizing Your Investment Portfolio with Modern Techniques

Discover strategies for better investment growth with minimized risks.

Jiahao Zhu, Hengzhi Wu

2025-04-22T17:35:18+00:00 ― 5 min read

Machine Learning CatNet: A New Tool for Stock Predictions

CatNet helps investors identify key stock features with accuracy.

Jiaan Han, Junxiao Chen, Yanzhe Fu

2025-04-22T15:54:45+00:00 ― 6 min read

Computation Simplifying High-Dimensional Data Challenges

Learn how to manage complex data using effective techniques.

Roman Parzer, Laura Vana-Gür, Peter Filzmoser

2025-04-20T18:00:40+00:00 ― 5 min read

Risk Management Navigating DeFi with On-Chain Credit Risk Scores

Learn how OCCR Score shapes lending in decentralized finance.

Rik Ghosh, Arka Datta, Vidhi Aggarwal

2025-04-20T08:33:40+00:00 ― 7 min read

Classical Analysis and ODEs Understanding Rough Differential Equations

A look into modeling complex systems affected by randomness.

Peter H. C. Pang

2025-04-17T15:04:40+00:00 ― 5 min read

Econometrics Score-Driven Factor Models: A Fresh Perspective in Economics

Discover how score-driven factor models simplify economic analysis and predictions.

Giuseppe Buccheri, Fulvio Corsi, Emilija Dzuverovic

2025-04-17T02:08:06+00:00 ― 6 min read

Methodology Improving Multi-Response Analysis with Low-Rank Pre-Smoothing

A new method for better predictions in multi-response regression analysis.

Xinle Tian, Alex Gibberd, Matthew Nunes

2025-04-15T00:40:43+00:00 ― 8 min read

Artificial Intelligence ChatTS: Bridging Time Series and Language

ChatTS combines time series analysis with conversational AI for smarter data insights.

Zhe Xie, Zeyan Li, Xiao He

2025-04-14T13:42:36+00:00 ― 7 min read

Methodology Addressing Uncertainty with Possibilistic Ensemble Kalman Filter

Learn how p-EnKF helps manage uncertainty in complex systems.

Chatchuea Kimchaiwong, Jeremie Houssineau, Adam M. Johansen

2025-04-14T04:19:59+00:00 ― 7 min read

Computation and Language Revolutionizing Company Analysis with Technology

Discover how new methods are changing the way we analyze company similarities.

Marco Molinari, Victor Shao, Vladimir Tregubiak

2025-04-14T01:28:20+00:00 ― 8 min read

Statistical Mechanics Understanding the Fractional Ornstein-Uhlenbeck Process

A look into how random processes reveal patterns over time.

Alexander Valov, Baruch Meerson

2025-04-12T16:24:48+00:00 ― 6 min read

Machine Learning Decoding Time Series Models with WinTSR

WinTSR offers a better way to interpret complex time series data.

Md. Khairul Islam, Judy Fox

2025-04-12T10:21:00+00:00 ― 9 min read

Machine Learning Revolutionizing Financial Data Extraction

A new dataset aims to simplify extracting financial data from tables.

Ethan Bradley, Muhammad Roman, Karen Rafferty

2025-04-11T07:52:03+00:00 ― 6 min read

Portfolio Management Navigating the Crypto Portfolio Maze

Learn how portfolio size impacts cryptocurrency returns and correlation.

Graham L. Giller

2025-04-10T21:55:40+00:00 ― 6 min read

Cryptography and Security Revolutionizing Insurance with Blockchain Technology

Discover how blockchain simplifies insurance with parametric solutions.

Pierre-Olivier Goffard, Stéphane Loisel

2025-04-10T04:35:50+00:00 ― 6 min read