Latest Articles for Finance

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

Methodology Understanding Multivariate Geometric Extremes

A clear look at studying extreme events across multiple variables.

Ryan Campbell, Jennifer Wadsworth

2025-03-22T17:10:33+00:00 ― 5 min read

Methodology Bootstrapping: Navigating Statistical Uncertainty

Learn how bootstrapping helps estimate uncertainty in statistics.

Christoph Dalitz, Felix Lögler

2025-03-22T12:05:22+00:00 ― 6 min read

Probability Random Fields: The Dance of Uncertainty

Exploring how random fields model unpredictable systems in nature and finance.

Qiangang "Brandon'' Fu, Liviu I. Nicolaescu

2025-03-20T21:06:20+00:00 ― 5 min read

Machine Learning Revolutionizing Sample Quality Assessment with Polynomial Stein Discrepancy

A new method streamlines how we measure sample quality in statistical analysis.

Narayan Srinivasan, Matthew Sutton, Christopher Drovandi

2025-03-20T14:18:43+00:00 ― 8 min read

Optimization and Control Navigating Uncertainty: Optimal Control Explained

Learn how researchers tackle uncertainty in complex systems using optimal control methods.

Rene Henrion, Georg Stadler, Florian Wechsung

2025-03-20T09:13:32+00:00 ― 6 min read

Computational Finance Isogeometric Analysis: A New Tool for Finance

Discover how IGA transforms financial derivative pricing methods.

Rakhymzhan Kazbek, Yogi Erlangga, Yerlan Amanbek

2025-03-19T21:07:00+00:00 ― 6 min read

Machine Learning Navigating Uncertainty in Dynamic Systems

Discover how new methods are improving predictions in uncertain dynamic environments.

Aoming Liang, Qi Liu, Lei Xu

2025-03-18T18:54:27+00:00 ― 6 min read

Machine Learning Sentiment Analysis: A New Era in Finance

Discover how sentiment analysis is transforming financial market predictions.

Abraham Atsiwo

2025-03-18T16:30:00+00:00 ― 6 min read

Numerical Analysis Mastering Nested Integration with a New Approach

A fresh method simplifies complex nested integrals for better efficiency.

Arved Bartuska, André Gustavo Carlon, Luis Espath

2025-03-18T10:30:00+00:00 ― 6 min read

Machine Learning Machine Learning: The Future of AI

Discover how machine learning teaches computers to learn from data.

Koby Bibas

2025-03-18T05:10:20+00:00 ― 5 min read

Cryptography and Security Balancing Data Privacy with Effective Analysis

A new method protects sensitive information while enabling useful data analysis.

Rayne Holland, Seyit Camtepe, Chandra Thapa

2025-03-17T22:50:42+00:00 ― 6 min read

Machine Learning Revolutionizing Stock Predictions with New Models

Higher Order Transformers enhance stock movement predictions using diverse data sources.

Soroush Omranpour, Guillaume Rabusseau, Reihaneh Rabbany

2025-03-16T17:34:20+00:00 ― 9 min read

Machine Learning STORM: A New Approach to Financial Trading

Discover STORM, a novel model combining space and time in stock analysis.

Yilei Zhao, Wentao Zhang, Tingran Yang

2025-03-16T16:21:00+00:00 ― 5 min read

Databases DumpyOS: Your Smart Data Librarian

DumpyOS simplifies data series management with speed and accuracy.

Zeyu Wang, Qitong Wang, Peng Wang

2025-03-16T12:20:15+00:00 ― 5 min read

Analysis of PDEs Optimal Control Problems in Uncertain Environments

Learn how to manage uncertainty in decision-making through optimal control methods.

Abhishek Chaudhary

2025-03-16T10:33:00+00:00 ― 6 min read

Probability Unlocking the Secrets of Stochastic Models

Explore the world of stochastic differential equations and their complex dynamics.

Rhoss Likibi Pellat, Emmanuel Che Fonka, Olivier Menoukeu Pamen

2025-03-15T23:53:40+00:00 ― 5 min read

Machine Learning Reinforcement Learning in Finance: A Guide

Learn how reinforcement learning can optimize financial decision-making and strategies.

Lucky Li

2025-03-15T22:24:41+00:00 ― 6 min read

Analysis of PDEs The Fascinating World of Nonlocal Operators

Discover how nonlocal operators impact various fields from medicine to finance.

Lisbeth Carrero, Alexander Quaas, Andres Zuniga

2025-03-15T18:34:00+00:00 ― 7 min read

Computation Understanding Stochastic Differential Equations in Finance

Learn how randomness affects financial models and predictions.

Yuzhong Cheng, Hiroki Masuda

2025-03-15T02:03:57+00:00 ― 5 min read

Probability Understanding Stable Distributions in Real Life

Explore the significance of stable distributions in finance, weather, and behavior studies.

Taher Jalal

2025-03-14T15:53:35+00:00 ― 6 min read

Econometrics Unlocking the Future with PTFA

PTFA: A new approach for better predictions in complex data.

Miguel C. Herculano, Santiago Montoya-Blandón

2025-03-13T15:09:36+00:00 ― 5 min read

Mathematical Finance Harnessing Machine Learning for Smart Investing

Learn how reinforcement learning can enhance your investment strategies.

Huy Chau, Duy Nguyen, Thai Nguyen

2025-03-13T14:01:40+00:00 ― 6 min read

Machine Learning WaveGNN: Tackling Messy Time Series Data

WaveGNN offers solutions for messy time series data across various sectors.

Arash Hajisafi, Maria Despoina Siampou, Bita Azarijoo

2025-03-13T10:30:27+00:00 ― 7 min read

Quantum Physics Quantum Computing: Transforming Complex Problems

Discover how quantum techniques simplify challenging calculations in finance and signal processing.

Anish Giri, David Hyde, Kalman Varga

2025-03-12T12:51:54+00:00 ― 6 min read

Optimization and Control Liquidity Pools: A Deep Dive into DeFi

Learn how liquidity pools and game theory shape decentralized finance.

Juan I. Sequeira, Agustín Muñoz González, Rafael Orive Illera

2025-03-11T23:59:40+00:00 ― 8 min read

Numerical Analysis Decoding Credit Spreads in Bond Markets

Learn how credit spreads impact bond investing and prediction methods.

Yu Shao, Jiawen Bai, Yingze Hou

2025-03-11T05:20:50+00:00 ― 8 min read

Computation and Language Transforming Financial Reporting with SusGen Tools

New NLP tools enhance ESG reporting in finance.

Qilong Wu, Xiaoneng Xiang, Hejia Huang

2025-03-10T10:29:00+00:00 ― 6 min read

Systems and Control Tracking the Shifting Sands of Time-Varying Systems

Learn how to track changing systems with a unique algorithm.

András Sasfi, Alberto Padoan, Ivan Markovsky

2025-03-10T02:42:30+00:00 ― 6 min read