Latest Articles for Data Science

Cherry-picking datasets leads to misleading results in time series forecasting.

Learn how Profile Drift Detection can keep your predictive models accurate.

Discover how AI is improving engineering solutions through innovative models and techniques.

ResQ optimizes large language models, enhancing performance and reducing costs.

A new approach improves understanding of neural network similarities.

SAFERec offers smarter next-basket recommendations for a better shopping experience.

PowerMLP offers a speedy solution for efficient neural network training.

Learn how models adapt to new data without original labels using innovative techniques.

New method improves confidence in GNN predictions significantly.

Researchers enhance 3D reconstructions using synthetic data for better results.

Learn how multi-distribution learning makes machine systems smarter and fairer.

Learn how to create o1, an advanced AI model that thinks like a human.

Learn how transfer learning improves AI by sharing knowledge across domains.

Learn how CONDA helps AI adapt and remain interpretable in changing conditions.

Using advanced models to analyze international trade relationships and their hidden structures.

AI adapts to individual preferences using fewer examples, enhancing user interactions.

Explore the fascinating world of multilinear Calderón-Zygmund operators and their applications.

Researchers teach AI to recognize objects using detailed descriptions instead of names.

Learn how small models gain strength from their larger mentors.

Synthetic data generation enhances heart sound analysis for improved diagnostics.

Innovative methods boost language models for low-resource languages like Nepali.

Learn how partial likelihood improves tree-based models in data analysis.

Discover how the new CRM enhances user suggestions online.

Researchers tackle object hallucination in AI to improve accuracy and reliability.

Scientists aim to turn CO2 into methanol using innovative catalyst discovery techniques.

A new method for improving decision trees in machine learning.

Learn how surrogate models help make sense of complex data.

Learn how separating uncertainty types aids decision-making in machine learning.

Researchers aim to optimize language models to enhance efficiency and reduce costs.

Learn how computers can recognize objects with limited examples.

Discover how JoVALE enhances understanding of actions in videos.

Discover how ModernBERT enhances language processing with speed and efficiency.

A novel framework improves understanding of complex biological systems using multi-omics data.

A fresh approach to understanding emotions through images without the original data.

Discover how model merging can enhance machine learning efficiency and accuracy.

A new framework to enhance out-of-distribution data detection.

Understanding risks of extreme weather and financial events with advanced tools.

New methods enhance our grasp of independent sets in hypergraphs.

The Human Reference Atlas offers a detailed map of human anatomy and biology.

Learn how AI models can continuously gain knowledge without forgetting past lessons.