Latest Articles for Finance

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

Probability Causal Transport: Connecting Events Over Time

Discover how causal transport moves information while respecting the order of events.

Rama Cont, Fang Rui Lim

2025-04-09T23:16:10+00:00 ― 6 min read

Artificial Intelligence Unlocking the Secrets of Explainable AI

Understanding AI decisions for better trust and reliability.

Md. Ariful Islam, M. F. Mridha, Md Abrar Jahin

2025-04-09T05:18:36+00:00 ― 8 min read

Artificial Intelligence Transforming Data Access with Text-to-SQL Systems

Make data queries simple with natural language processing tools.

Aditi Singh, Akash Shetty, Abul Ehtesham

2025-04-07T13:59:15+00:00 ― 6 min read

Quantum Physics Quantum Leap in Loan Eligibility Prediction

New quantum methods improve loan eligibility predictions with high accuracy.

Nouhaila Innan, Alberto Marchisio, Mohamed Bennai

2025-04-07T09:02:08+00:00 ― 7 min read

Econometrics Navigating the Future of Trading with MBSA

Learn how moving-band statistical arbitrage transforms trading strategies.

Kasper Johansson, Thomas Schmelzer, Stephen Boyd

2025-04-06T18:02:33+00:00 ― 7 min read

Optimization and Control Preparing for the Unexpected: Mastering Risk Measurement

Learn how robust risk measurement helps navigate uncertainty in decision-making.

Guanyu Jin, Roger J. A. Laeven, Dick den Hertog

2025-04-06T04:36:40+00:00 ― 7 min read

Computational Engineering, Finance, and Science Large Language Models Transforming Financial Trading

LLMs are reshaping how trading instructions are processed and executed in finance.

Yu Kang, Ge Wang, Xin Yang

2025-04-05T17:02:51+00:00 ― 7 min read

Probability Decoding the Dance of Randomness: WTFBFs

Discover the fascinating world of Weighted Tensorized Fractional Brownian Fields and their applications.

Céline Esser, Laurent Loosveldt, Béatrice Vedel

2025-04-05T02:03:30+00:00 ― 7 min read

Numerical Analysis Deep Operator BSDE: A Game Changer in Financial Predictions

A new method combines neural networks with BSDEs for better financial insights.

Giulia Di Nunno, Pere Díaz Lozano

2025-04-03T07:26:10+00:00 ― 6 min read

Machine Learning Tube Loss: A Game Changer for Predictions

Discover how Tube Loss improves prediction intervals across various fields.

Pritam Anand, Tathagata Bandyopadhyay, Suresh Chandra

2025-04-03T07:16:03+00:00 ― 5 min read

Computation and Language The Rising Trend of IPOs in India

Explore the factors influencing IPO success in India's growing market.

Sohom Ghosh, Arnab Maji, N Harsha Vardhan

2025-04-01T11:17:40+00:00 ― 6 min read

Statistical Mechanics The Intriguing World of Random Walks

Discover how random walks reveal patterns in nature and behavior.

Vicenç Méndez, Rosa Flaquer-Galmés, Arnab Pal

2025-04-01T08:08:36+00:00 ― 6 min read

Cryptography and Security Blockchain Data Analysis: The Digital Detective

Discover how blockchain data analysis enhances security and decision-making in the digital realm.

Kentaroh Toyoda, Xiao Wang, Mingzhe Li

2025-04-01T00:41:51+00:00 ― 6 min read

Statistical Finance Harnessing Deep Learning for Financial Predictions

Deep learning models enhance financial time series analysis for better investment strategies.

Howard Caulfield, James P. Gleeson

2025-03-30T21:31:20+00:00 ― 7 min read

Applications Microfinance: A Helping Hand for the Underprivileged

Microfinance empowers the poor with financial support for better living and business opportunities.

Lotta Rüter, Melanie Schienle

2025-03-30T18:27:31+00:00 ― 6 min read

Analysis of PDEs Understanding Space-Time Fractional Diffusion Equations

Explore how fractional diffusion equations explain complex particle movements.

Mohamed BenSalah, Salih Tatar

2025-03-30T15:31:40+00:00 ― 5 min read

Optimization and Control The Fascinating World of Tempered Fractional Systems

Explore the role of tempered fractional systems in mathematics and real-life applications.

Ilyasse Lamrani, Hanaa Zitane, Delfim F. M. Torres

2025-03-30T10:12:00+00:00 ― 6 min read

Machine Learning Causal Graphs: Making Sense of Predictions

Learn how causal graphs clarify the mysteries of predictive models.

Yizuo Chen, Amit Bhatia

2025-03-29T17:01:36+00:00 ― 5 min read

Probability The Dance of Particles: Harmonic Measure and Brownian Motion

Explore the intriguing world of harmonic measure and Brownian motion.

Greg Markowsky, Clayton McDonald

2025-03-28T04:55:20+00:00 ― 5 min read

Probability Navigating Rough Stochastic Differential Equations

A look into RSDEs and their impact on decision-making in uncertain environments.

Peter K. Friz, Khoa Lê, Huilin Zhang

2025-03-28T02:15:30+00:00 ― 6 min read

Econometrics Revolutionizing Volatility Prediction with PT-POET

A new method enhances predictions of stock market volatility.

Sung Hoon Choi, Donggyu Kim

2025-03-27T09:57:00+00:00 ― 7 min read

Methodology Decoding Financial Relationships in a Chaotic Market

A closer look at understanding asset connections in finance.

Beatrice Foroni, Luca Merlo, Lea Petrella

2025-03-27T03:59:24+00:00 ― 5 min read

Cryptography and Security MOFHEI: The Future of Data Privacy in Machine Learning

MOFHEI transforms machine learning for better privacy and efficiency.

Parsa Ghazvinian, Robert Podschwadt, Prajwal Panzade

2025-03-26T14:41:33+00:00 ― 6 min read

Optimization and Control Mastering Feature Shifts in Machine Learning

Learn how feature shifts can improve classification outcomes in various fields.

Víctor Blanco, Alberto Japón, Justo Puerto

2025-03-26T07:38:40+00:00 ― 7 min read

Computational Finance How News Shapes Stock Prices

Explore the impact of news sentiment on stock volatility.

Zheng Cao, Helyette Geman

2025-03-26T04:12:20+00:00 ― 7 min read

Multiagent Systems Token Markets: Analyzing Price Movements and Speculation

A deep dive into how speculation affects token prices in digital markets.

Mengjue Wang, Stylianos Kampakis

2025-03-24T22:34:03+00:00 ― 6 min read

Portfolio Management LLMs Take on Time Series: A New Approach to Financial Forecasting

Discover how large language models are reshaping financial predictions.

Sebastien Valeyre, Sofiane Aboura

2025-03-24T14:26:00+00:00 ― 7 min read

Machine Learning Temporal Graph Neural Networks: A New Frontier

Discover how TGNNs model changing data relationships over time.

Junwei Su, Shan Wu

2025-03-23T23:17:42+00:00 ― 7 min read

Machine Learning Enhancing Deep Learning with FMGP

FMGP improves DNN predictions by estimating uncertainty, crucial for high-stakes applications.

Luis A. Ortega, Simón Rodríguez-Santana, Daniel Hernández-Lobato

2025-03-23T18:36:28+00:00 ― 7 min read

Machine Learning The Role of Bridge-Type Estimators in Statistics

Bridge-type estimators help identify key variables in complex data efficiently.

Alessandro De Gregorio, Francesco Iafrate

2025-03-23T13:31:17+00:00 ― 8 min read

Machine Learning Understanding Training Data Attribution in Machine Learning

Explore the significance and methods of Training Data Attribution in AI.

Dennis Wei, Inkit Padhi, Soumya Ghosh

2025-03-23T08:26:06+00:00 ― 6 min read

Machine Learning Understanding Signed Graphs and GNNs

Explore the role of signed graphs in data science and advancements in GNNs.

Zian Zhai, Sima Qing, Xiaoyang Wang

2025-03-23T00:49:30+00:00 ― 5 min read

Computational Finance Enhancing Asset Price Predictions with Geometry

Using geometry to improve predictions of asset price movements through covariance matrices.

Andrea Bucci, Michele Palma, Chao Zhang

2025-03-23T00:39:40+00:00 ― 7 min read