FedSWA: Improving Generalization in Federated Learning with Highly Heterogeneous Data via Momentum-Based Stochastic Controlled Weight Averaging
Fuente:
arXiv
Saved in:
| Main Authors: | junkang, Liu, Liu, Yuanyuan, Shang, Fanhua, Liu, Hongying, Liu, Jin, Feng, Wei |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
FedWCM: Unleashing the Potential of Momentum-based Federated Learning in Long-Tailed Scenarios
by: Li, Tianle, et al.
Published: (2025)
by: Li, Tianle, et al.
Published: (2025)
MSMixer: Learned Multi-Scale Temporal Mixing with Complementary Linear Shortcut for Long-Term Time Series Forecasting
by: Cherif, Ahmed
Published: (2026)
by: Cherif, Ahmed
Published: (2026)
Structured Basis Function Networks: Loss-Centric Multi-Hypothesis Ensembles with Controllable Diversity
by: Dominguez, Alejandro Rodriguez, et al.
Published: (2025)
by: Dominguez, Alejandro Rodriguez, et al.
Published: (2025)
Predicting Music Track Popularity by Convolutional Neural Networks on Spotify Features and Spectrogram of Audio Waveform
by: Falah, Navid, et al.
Published: (2025)
by: Falah, Navid, et al.
Published: (2025)
Constitution or Collapse? Exploring Constitutional AI with Llama 3-8B
by: Zhang, Xue
Published: (2025)
by: Zhang, Xue
Published: (2025)
EPFL-REMNet: Efficient Personalized Federated Digital Twin Towards 6G Heterogeneous Radio Environment
by: Li, Peide, et al.
Published: (2025)
by: Li, Peide, et al.
Published: (2025)
A Survey of Sim-to-Real Methods in RL: Progress, Prospects and Challenges with Foundation Models
by: Da, Longchao, et al.
Published: (2025)
by: Da, Longchao, et al.
Published: (2025)
Physics-Driven AI Correction in Laser Absorption Sensing Quantification
by: Kang, Ruiyuan, et al.
Published: (2024)
by: Kang, Ruiyuan, et al.
Published: (2024)
Synthetic data for ratemaking: imputation-based methods vs adversarial networks and autoencoders
by: Havrylenko, Yevhen, et al.
Published: (2025)
by: Havrylenko, Yevhen, et al.
Published: (2025)
Car Sensors Health Monitoring by Verification Based on Autoencoder and Random Forest Regression
by: Torkhesari, Sahar, et al.
Published: (2025)
by: Torkhesari, Sahar, et al.
Published: (2025)
Enhancing binary classification: A new stacking method via leveraging computational geometry
by: Wu, Wei, et al.
Published: (2024)
by: Wu, Wei, et al.
Published: (2024)
Value Lens: Using Large Language Models to Understand Human Values
by: Fernández, Eduardo de la Cruz, et al.
Published: (2025)
by: Fernández, Eduardo de la Cruz, et al.
Published: (2025)
FedRot-LoRA: Mitigating Rotational Misalignment in Federated LoRA
by: Zhang, Haoran, et al.
Published: (2026)
by: Zhang, Haoran, et al.
Published: (2026)
Geometric-Stochastic Multimodal Deep Learning for Predictive Modeling of SUDEP and Stroke Vulnerability
by: Girish, Preksha, et al.
Published: (2025)
by: Girish, Preksha, et al.
Published: (2025)
Learning Rate Engineering: From Coarse Single Parameter to Layered Evolution
by: Yao, Ming-Hong, et al.
Published: (2026)
by: Yao, Ming-Hong, et al.
Published: (2026)
FT-NCFM: An Influence-Aware Data Distillation Framework for Efficient VLA Models
by: Chen, Kewei, et al.
Published: (2025)
by: Chen, Kewei, et al.
Published: (2025)
RCProb: Probabilistic Rule Extraction for Efficient Simplification of Tree Ensembles
by: Obregon, Josue
Published: (2026)
by: Obregon, Josue
Published: (2026)
Benchmarking Classical, Deep, and Generative Models for Human Activity Recognition
by: Hossain, Md Meem, et al.
Published: (2025)
by: Hossain, Md Meem, et al.
Published: (2025)
FePySR: A Neural Feature Extraction Framework for Efficient and Scalable Symbolic Regression
by: Yu, Zhiming, et al.
Published: (2026)
by: Yu, Zhiming, et al.
Published: (2026)
Client-Conditional Federated Learning via Local Training Data Statistics
by: Brännvall, Rickard
Published: (2026)
by: Brännvall, Rickard
Published: (2026)
The Pursuit of Empathy: Evaluating Small Language Models for PTSD Dialogue Support
by: BN, Suhas, et al.
Published: (2025)
by: BN, Suhas, et al.
Published: (2025)
Building crypto portfolios with agentic AI
by: Castelli, Antonino, et al.
Published: (2025)
by: Castelli, Antonino, et al.
Published: (2025)
Softly Constrained Denoisers for Diffusion Models Applied to Partial Differential Equations
by: Yeom-Song, Victor M., et al.
Published: (2025)
by: Yeom-Song, Victor M., et al.
Published: (2025)
Online Federation For Mixtures of Proprietary Agents with Black-Box Encoders
by: Yang, Xuwei, et al.
Published: (2025)
by: Yang, Xuwei, et al.
Published: (2025)
Complex Facial Expression Recognition Using Deep Knowledge Distillation of Basic Features
by: Maiden, Angus, et al.
Published: (2023)
by: Maiden, Angus, et al.
Published: (2023)
CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity Quantification
by: Cao, Lele, et al.
Published: (2023)
by: Cao, Lele, et al.
Published: (2023)
Federated k-Means over Networks
by: Yang, Xu, et al.
Published: (2025)
by: Yang, Xu, et al.
Published: (2025)
On measuring grounding and generalizing grounding problems
by: Quigley, Daniel, et al.
Published: (2025)
by: Quigley, Daniel, et al.
Published: (2025)
ResGene-T: A Tensor-Based Residual Network Approach for Genomic Prediction
by: Pathak, Kuldeep, et al.
Published: (2026)
by: Pathak, Kuldeep, et al.
Published: (2026)
BitSkip: An Empirical Analysis of Quantization and Early Exit Composition in Transformers
by: Bhuvaneswaran, Ramshankar, et al.
Published: (2025)
by: Bhuvaneswaran, Ramshankar, et al.
Published: (2025)
Predicting Time Pressure of Powered Two-Wheeler Riders for Proactive Safety Interventions
by: Shevtekar, Sumit S., et al.
Published: (2026)
by: Shevtekar, Sumit S., et al.
Published: (2026)
X-NegoBox: An Explainable Privacy-Budget Negotiation Framework for Secure Peer-to-Peer Energy Data Exchange
by: Sengupta, Poushali, et al.
Published: (2026)
by: Sengupta, Poushali, et al.
Published: (2026)
Alzheimer's disease detection in PSG signals
by: Gallego-Viñarás, Lorena, et al.
Published: (2024)
by: Gallego-Viñarás, Lorena, et al.
Published: (2024)
DRL: Discriminative Representation Learning with Parallel Adapters for Class Incremental Learning
by: Zhan, Jiawei, et al.
Published: (2025)
by: Zhan, Jiawei, et al.
Published: (2025)
AI-Powered Augmented Reality for Satellite Assembly, Integration and Test
by: Patricio, Alvaro, et al.
Published: (2024)
by: Patricio, Alvaro, et al.
Published: (2024)
ATAAT: Adaptive Threat-Aware Adversarial Tuning Framework against Backdoor Attacks on Vision-Language-Action Models
by: Chen, Kewei, et al.
Published: (2026)
by: Chen, Kewei, et al.
Published: (2026)
Your Data, My Model: Learning Who Really Helps in Federated Learning
by: Abdurakhmanova, Shamsiiat, et al.
Published: (2024)
by: Abdurakhmanova, Shamsiiat, et al.
Published: (2024)
RVI-SAC: Average Reward Off-Policy Deep Reinforcement Learning
by: Hisaki, Yukinari, et al.
Published: (2024)
by: Hisaki, Yukinari, et al.
Published: (2024)
AI-Powered Dermatological Diagnosis: From Interpretable Models to Clinical Implementation A Comprehensive Framework for Accessible and Trustworthy Skin Disease Detection
by: Panda, Satya Narayana, et al.
Published: (2025)
by: Panda, Satya Narayana, et al.
Published: (2025)
GLEAN: Grounded Lightweight Evaluation Anchors for Contamination-Aware Tabular Reasoning
by: Wang, Qizhi
Published: (2026)
by: Wang, Qizhi
Published: (2026)
Similar Items
-
FedWCM: Unleashing the Potential of Momentum-based Federated Learning in Long-Tailed Scenarios
by: Li, Tianle, et al.
Published: (2025) -
MSMixer: Learned Multi-Scale Temporal Mixing with Complementary Linear Shortcut for Long-Term Time Series Forecasting
by: Cherif, Ahmed
Published: (2026) -
Structured Basis Function Networks: Loss-Centric Multi-Hypothesis Ensembles with Controllable Diversity
by: Dominguez, Alejandro Rodriguez, et al.
Published: (2025) -
Predicting Music Track Popularity by Convolutional Neural Networks on Spotify Features and Spectrogram of Audio Waveform
by: Falah, Navid, et al.
Published: (2025) -
Constitution or Collapse? Exploring Constitutional AI with Llama 3-8B
by: Zhang, Xue
Published: (2025)