Similarity-Aware Personalized Federated Learning in Heterogeneous Environments
cs.LG
Submitted: 2026-09-02
Updated: 2026-09-02
Terminology
Sources
- Federated Learning with Non-IID Data
- Improving Federated Learning Personalization via Model Agnostic Meta Learning
- An Investigation Into On-device Personalization of End-to-end Automatic Speech Recognition Models
- An overview of gradient descent optimization algorithms
- Federated Learning: Strategies for Improving Communication Efficiency
- Variational Federated Multi-Task Learning
- Private Federated Learning with Domain Adaptation
- Three Approaches for Personalization with Applications to Federated Learning
- Federated Learning with Personalization Layers
Related papers
- Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
- AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
- Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
- Convergence issues in Relational Concept Analysis based on AOC-posets
- Beliefs Beyond Posteriors: Local-Consistency Optimisation for Bayesian Neural Networks
- Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks