Latest Articles for Finance

Learn about stochastic dominance and its application in investment analysis.

A new method combines human insights and AI for better trading signals.

A look at how SHAP and CEN improve data analysis insights.

Methods to improve learning models amidst data shifts in various fields.

An overview of stochastic Lie systems and their applications in various fields.

Exploring the nature and implications of Brownian loop soups in various fields.

Exploring the impact of quantum methods on sentiment analysis in finance.

New improvements adapt machine learning models to noisy, irregular data.

Examining fairness in machine learning to reduce bias in critical sectors.

Assessing ChatGPT's impact on market sentiment in forex trading.

New methods enhance accuracy in predicting financial price movements and option pricing.

A probabilistic approach improves classification of time series data with missing values.

This article discusses a new quantum algorithm transforming financial simulations.

Introducing the MRCT estimator for effective outlier detection and covariance analysis.

An overview of convolution's impact across various fields and its historical development.

A new method improves density estimation for complex data analysis.

Exploring how entropy influences decision-making in uncertain financial situations.

EDICT enhances predictions for data collected at uneven intervals, improving decision-making.

New insights challenge traditional views on risk aversion and decision-making.

Researchers study rare events using novel methods to improve simulations.

Learn effective strategies for managing risk and returns in your investment portfolio.

A new method helps analyze rare but impactful extreme events.

This article discusses how particles move in unpredictable ways within biological systems.

Examining the impact of AI decision-making on groups and systemic outcomes.

An overview of moving average processes and their applications in real-world data.

VLSTMs enhance predictions of asset price volatility using flexible time scales.

Learn how optimal decision trees enhance decision-making in critical fields.

New methods improve efficiency in solving complex partial differential equations.

Exploring the impact and implications of CBDCs on modern finance.

New methods enhance speech recognition across specific fields without extensive data.

Learn how anomaly detection can reveal unusual patterns in finance.

Learn how custom vocabularies improve OCR accuracy in specialized fields.

A study on improving volatility forecast accuracy using innovative methods.

This article discusses the role and challenges of hypo-elliptic stochastic differential equations.

This article discusses poisoning attacks on financial deep learning models and their hidden risks.

Introducing the Lorenz P-P plot for assessing second-order stochastic dominance in distributions.

Learn how SmartDCA improves investment strategies for better returns.

A look into the significance and analysis of extreme values within functional data.

Learn how structural breaks impact predictive regression models in economics.

A look at how covariance matrices connect data behavior and statistical principles.