Latest Articles for Aggregation

A study comparing GPT-4 and crowdsourcing in data labeling tasks.

A new framework enhances GNN performance using Processing-In-Memory systems.

This study examines if language models can match human forecasting abilities.

Studying bacterial aggregation behaviors sheds light on multicellularity.

Explore how fast and slow processes shape population behavior over time.

A new approach to medical image analysis using federated learning and weak supervision.

Improving federated learning with hierarchical structures and smart data handling.

Exploring efficient solutions for complex linear systems using multigrid techniques.

A new approach enhances the accuracy of reasoning graphs from language inputs.

Harnessing early-exit models for efficient federated learning in ASR systems.

PadFL improves model sharing and efficiency across varying device capabilities.

A new approach enhances security and performance in federated learning with blockchain.

Improving prediction accuracy through innovative loss aggregation methods.

Research reveals how protein structures impact health and cell function.

Learn how charged monomers combine to form larger clusters and their significance.

A fresh approach to gauge model accuracy without labels during data shifts.

A clear look at shapes formed by quadratic inequalities and their applications.

Learn how circuits enhance database query handling and efficiency.

Exploring the challenges of using ensemble methods in machine learning.

Research reveals critical details about tau proteins and their role in neurodegenerative diseases.

Combining multiple models leads to more accurate predictions.

Research focuses on improving solar cell efficiency using quantum principles.

p53 protein is key in stopping cancer through DNA repair and regulation.

SliSum improves accuracy and consistency in text summarization using innovative techniques.

Examining how prions misfold and lead to neurodegenerative disorders.

Exploring methods to fairly allocate shared resources among community members.

Learn how dimension reduction helps manage complex data effectively.

Ranking aggregation helps combine preferences for better decision making across various fields.

Explore how diffusion and aggregation shape group behaviors in living organisms.

Introducing FedFT, a method to improve communication in Federated Learning.

Research reveals how ultrasound affects fibril structures in neurodegenerative diseases.

A new approach enhances federated learning processes for better data transmission.

Learn how aging affects red blood cells and their impact on blood flow.

This research reveals a new aggregation method for improving GNN performance.

Active particles can transform thick liquids into flowing ones through motion.

A new method improves model performance amid varying data distributions.

Neuronatin impacts calcium flow, linking to health issues like diabetes and obesity.

Research reveals how Hydra cells self-organize without external signals.

VADet improves object detection in autonomous vehicles using intelligent frame aggregation.

A new model improves understanding of complex data connections.