Latest Articles for Finance

A look into the challenges of decision tree learning, especially with queries.

Exploring methods to enhance recommendations with knowledge graphs and machine learning.

A method combining PCA and HMM for predicting stock price movements.

LendingClub can leverage data to enhance decision-making and drive profitability.

Exploring the effects of resetting on particle movement in Brownian motion.

Examining the unpredictable nature of nonlinear systems over time.

This article discusses finding solutions for stochastic delay differential equations and their significance.

This article examines bias in insurance predictions and solutions for equitable treatment.

New methods enhance the accuracy of company valuation through AI-driven peer identification.

This article explores the link between lognormal distributions and mutual information analysis.

Exploring machine learning models for enhancing European options pricing accuracy.

Algorithm MGB efficiently tackles complex nonlinear PDEs for various applications.

This article explores how perturbation analysis improves understanding of AI decisions with time series data.

This article explores latent factor analysis for short panels in finance.

This article presents multi-fractional stochastic dominance for better choice evaluation.

Learn about Large Language Models and their applications across various fields.

A new method improves clarity in analyzing complex multivariate functional data.

Explore patterns in time series data using the martingale difference hypothesis.

A look into the properties of the -Sun density and its applications.

Explore new bounds for sums of dependent random vectors in high dimensions.

This article examines stock price behavior using Shannon entropy for market insights.

A look at deep learning models used for predicting stock price trends.

An exploration of optimal transport principles through the lens of martingales.

This article explores hitting probabilities related to fractional Brownian motion in various fields.

This article explores the link between feature attributions and counterfactual explanations in AI.

Learn how to handle risk effectively in uncertain decision-making scenarios.

This article examines strategies for optimal decisions in constrained environments.

An overview of fractional Brownian motion and its applications in various fields.

Examining how large language models can aid in credit risk evaluation.

Exploring the potential and obstacles facing Web3 and blockchain advancements.

Analyzing how asset relationships shift in different market environments.

This article examines how unexpected events influence mortality rates over time.

A new design for neural networks ensures reliable, understandable outputs based on input changes.

A new method improves understanding of predictions in graph regression tasks.

Key concepts in risk management and their applications in finance.

Understanding numerical solutions for integral and differential equations in science and engineering.

This study examines how irreversibility impacts cryptocurrency market efficiency.

Innovative techniques for finding unusual patterns in data using Dictionary Learning.

UTOPIA offers a reliable way to create narrower prediction intervals for improved forecasting.

A new approach to risk-averse control in uncertain environments.