Latest Articles for Data Science

Tools like OxonFair help ensure fairness in AI decision-making.

WildDESED improves sound detection systems in noisy home environments.

A new framework improves graph classification by focusing on core features.

Examining vulnerabilities from clean-label backdoor attacks and how generalization bounds can help.

HydraGNN uses machine learning to accelerate materials discovery and modeling.

A novel approach enhancing UDA performance using CLIP and language guidance.

A new method for improving generative models using context effectively.

A flexible method enhances model learning by adjusting sample selection based on performance.

A new approach improves learning efficiency in reinforcement learning environments.

Introducing ENSY to enhance minority travel mode predictions.

Weight clipping enhances model performance in deep learning and reinforcement learning.

This study proposes a framework for understanding hidden concepts in complex data.

A framework to reduce bias in AI language models while maintaining accuracy.

New methods improve model recognition across varied data types.

LLP enables model training using average labels from grouped examples.

A new method improves the selection of data mixtures for language model training.

A new method enhances LoRA's efficiency and effectiveness in machine learning.

Exploring how synthetic data shapes machine learning models and their behavior.

DogeRM combines general and domain-specific models to enhance language model performance effectively.

A new method improves question answering in knowledge graphs using examples.

This article discusses methods to improve sign language translation using modern technology.

A new model combining LSTMs with quantum computing for enhanced data handling.

A new method enhances model performance in recognizing underrepresented classes.

Random matrices unlock new approaches for solving complex problems in various fields.

Research reveals new methods for automatic diagnostic report writing using AI.

Ensure your research meets best practices in machine learning.

This article discusses adaptive MCMC methods and their applications in complex distributions.

A new dataset enhances the study of car aerodynamics for better design efficiency.

New methods enhance sampling speed and accuracy in diffusion models.

A new method enhances prediction certainty in language models for yes/no questions.

M2QA enhances machine learning for questions in various languages and topics.

Combining pruning and quantization streamlines DNN efficiency for smaller devices.

A new method enhances document-level relation extraction using efficient data selection.

Swish-T enhances model performance in deep learning through innovative activation techniques.

A new method enhances speed and accuracy in logistic regression predictions.

New dataset improves audio generation from detailed text descriptions.

Exploring differential encoding and its impact on graph learning models.

Mutual learning boosts performance and uncertainty estimation in Bayesian Neural Networks.

Two systems improve user guidance and verification in AI-generated data analysis.

Learn how to compare probability measures on complex data structures.