Latest Articles for Tensors

An overview of tensor algebras and their applications in data analysis.

New methods improve analysis of materials using hyperspectral imaging.

Learn how TCI breaks down large data for easier analysis.

A new method improves GP models to handle complex 3D printed designs.

The SMLN algorithm transforms data handling for streaming applications.

Exploring the role of structured tensor priors in improving data estimates.

A method for effective analysis of high-dimensional tensor factor models in finance.

Exploring continuum mechanics to understand materials on curved surfaces.

A deep dive into the nature and importance of tensor ranks.

New HOBO solver addresses higher-order optimization in quantum computing.

A new framework simplifies compiler processes for tensor accelerators using LLMs.

Researchers reveal new ways to study collective decision-making in animal swarms.

Methods to visualize uncertainties in degenerate tensor analysis for various fields.

Galley simplifies programming with sparse tensors, enhancing efficiency and performance.

A guide to the concepts of tensor rank and subrank.

New methods improve tensor completion accuracy with fewer samples.

A look at how random walks help in understanding complex data changes.

Exploring the significance of generalized Cartan geometry in modern physics.

Exploring the roles of tensors and random walks in data science.

Explore how combining tensor factorizations and circuit representations improves data modeling.

A new method improves solving complex linear equations efficiently.

Discover new methods to simplify complex data analysis using tensor decomposition.

A new model improves methods for analyzing complex data through collaboration.

Discover how Higher-Order Transformers tackle multi-dimensional data efficiently.

Learn how smarter algorithms make handling large data easier and faster.

Discover how tensors and their approximations transform data analysis across various fields.

Learn how robust estimation improves data analysis in various fields.

Learn how tensors shape our understanding of complex data.

Explore how graphs and tensors reveal relationships in data.