Task Arithmetic Through The Lens Of One-Shot Federated Learning

Keyphrases

• One-shot Learning 100%
• Task Arithmetic 100%
• Federated Learning 30%
• Model Merging 20%
• Federated Averaging 20%
• Parameter Space 10%
• Learning Problems 10%
• Single Model 10%
• Training Data 10%
• Merging Method 10%
• Model Capabilities 10%
• Data Training 10%
• Multi-task Learning 10%
• Multiple Models 10%
• Simple Arithmetic 10%
• Arithmetic Learning 10%
• Arithmetic Approach 10%
• Data Heterogeneity 10%

Computer Science

• Federated machine learning 100%
• Parameter Space 20%
• Learning Problem 20%
• Multitask Learning 20%
• Training Data 20%
• Data Heterogeneity 20%

Psychology

• Merging 100%