Latest Articles for Machine Learning

This article discusses online learning algorithms for evolving data scenarios.

This study introduces a new training method for AI in cooperative systems.

New model combines wavelet transforms and machine learning for better turbulent flow predictions.

New methods improve QR factorization for large, ill-conditioned matrices.

A method to improve model learning despite errors in data labels.

Using Generative AI and MoE for improved communication security.

Discover how machine learning aids scientific discovery across various fields.

This study dissects how GPT-2 predicts three-letter acronyms.

Exploring machine learning techniques for modeling analog audio effects.

New method improves device selection efficiency in federated learning.

Exploring how repetition enhances continual learning in changing environments.

Exploring influence-based explainability in AI for brain tumor imaging.

A new method addresses privacy and fairness in regression models using innovative adjustments.

New method protects privacy while allowing language models to learn from examples.

New methods improve graph communication and node distinction in GNNs.

A method to enhance fairness in classification models for sensitive areas.

Learn how affine functions enhance spiking neural networks for better performance.

A new measure improves divergence comparisons among multiple probability distributions.

A new system improves malware detection by understanding behavior changes.

QUSL offers a new way to detect image similarities using quantum computing.

New techniques improve learning in spiking neural networks while reducing memory needs.

SINDy-RL improves efficiency and interpretability in control systems using sparse dictionary learning.

A new method uses machine learning to analyze online reviews effectively.

A new method to reveal causal links using variances in data.

A method to improve AI performance while ensuring clear decision-making.

A new method enhances stability in min-max optimization processes.

A framework for safer data processing in machine learning.

Explore how machine translation improves multilingual classifiers with innovative techniques.

A benchmark to identify AI models pretending to be safe.

Phishing email attacks are changing with AI technology, making detection more challenging.

Exploring the intersection of quantum science and machine learning.

Explore how alterfactual explanations clarify AI decision-making.

A guide to the methods of computing the generalized chi-square distribution.

A new method enhances attention mechanisms in language models for better performance.

New framework improves detection of strong gravitational lensing systems in astronomical images.

Improving classifiers by managing uncertainty and enhancing reliability in critical applications.

Introducing a method that enhances data summarization across multiple tables based on user queries.

This article discusses the importance and challenges of out-of-distribution detection in machine learning.

LoSTer improves clustering accuracy and speed for long time series data.

A detailed look at MAg-ES algorithm's effectiveness for solving constrained optimization problems.