Latest Articles for Optimal Transport

New model enhances graph data analysis by preserving topological features.

This paper discusses improvements in aligning point clouds using optimal transport methods.

New measures provide insights into directed graphs in biological systems.

SeTformer improves efficiency in processing images and language.

A new method to improve transportation efficiency by integrating real-world constraints.

New techniques improve data generation in constrained environments using reflected diffusion models.

New methods improve efficiency and flexibility in optimal transport using tempered exponential measures.

Integrating risk considerations into reinforcement learning enhances decision-making safety.

Learn how optimal transport enhances data movement and analysis in various fields.

A look into how group-level analysis improves understanding of machine learning decisions.

Intra-Fusion combines neurons, making neural networks smaller and more efficient.

Explore how martingale transport links probability measures in various fields.

New solvers improve data comparison across different spaces.

A new method improves causal discovery with incomplete data using optimal transport.

Researchers develop efficient sampling techniques for complex geometries in various fields.

A new method improves data cleaning while maintaining fairness in machine learning models.

New methods enhance accuracy and efficiency in matching geometric 3D shapes.

Exploring the synergy between quantum computing and optimal transport for biological data.

Introducing a framework for studying complex biological interactions using optimal transport theory.

A new method improves action recognition in unedited videos using few examples.

A clear guide to point processes and their role in optimal transport.

Examining optimal transport and Lax-Oleinik operators for efficient resource movement.

A new model improves image creation efficiency using frequency domain techniques.

A look into measuring quantum state transportation costs with quantum Wasserstein distances.

Learn about conditional optimal transport and its applications in data transformation.

Exploring optimal transport with constraints for effective resource movement.

A novel method to ensure fairness in AI systems using historical data.

A look into how scientists study the universe's formation and structure.

This study connects directed isoperimetry with efficient monotonicity testing methods.

A new approach tackles action segmentation in lengthy videos using optimal transport.

Discover how Monge-Ampère gravity redefines our view of the universe's formation.

A new framework blends TDA and optimal transport for matching data structures.

A new method for improving entity typing accuracy in knowledge graphs.

A novel approach using optimal transport improves multivariate data comparison.

Introducing a method that improves learning from multiple views of data.

New method SAVA enhances data selection for better model performance.

This article clarifies the links between effective resistance and optimal transport on graphs.

Efficient gas distribution is key for safety and performance.

New approaches enhance data sampling from complex distributions in statistics and machine learning.

Discover how random features simplify complex calculations in machine learning.