Communication-Efficient Zero-Order and First-Order Federated Learning Methods over Wireless Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Assaad, Mohamad, Nehme, Zeinab, Debbah, Merouane |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Communication and Energy Efficient Federated Learning using Zero-Order Optimization Technique
by: Mhanna, Elissa, et al.
Published: (2024)
by: Mhanna, Elissa, et al.
Published: (2024)
Rendering Wireless Environments Useful for Gradient Estimators: A Zero-Order Stochastic Federated Learning Method
by: Mhanna, Elissa, et al.
Published: (2024)
by: Mhanna, Elissa, et al.
Published: (2024)
Privacy-Enhanced Zero-Order Federated Learning via xMK-CKKS over Wireless Channels
by: Ayli, Anthony, et al.
Published: (2026)
by: Ayli, Anthony, et al.
Published: (2026)
Single Point-Based Distributed Zeroth-Order Optimization with a Non-Convex Stochastic Objective Function
by: Mhanna, Elissa, et al.
Published: (2024)
by: Mhanna, Elissa, et al.
Published: (2024)
SpaFL: Communication-Efficient Federated Learning with Sparse Models and Low computational Overhead
by: Kim, Minsu, et al.
Published: (2024)
by: Kim, Minsu, et al.
Published: (2024)
WirelessMathBench: A Mathematical Modeling Benchmark for LLMs in Wireless Communications
by: Li, Xin, et al.
Published: (2025)
by: Li, Xin, et al.
Published: (2025)
Communication-Efficient Byzantine-Resilient Federated Zero-Order Optimization
by: Neto, Afonso de Sá Delgado, et al.
Published: (2024)
by: Neto, Afonso de Sá Delgado, et al.
Published: (2024)
Strategic Federated Learning: Application to Smart Meter Data Clustering
by: Mohamad, Hassan, et al.
Published: (2024)
by: Mohamad, Hassan, et al.
Published: (2024)
Byzantine-Resilient Zero-Order Optimization for Communication-Efficient Heterogeneous Federated Learning
by: Egger, Maximilian, et al.
Published: (2025)
by: Egger, Maximilian, et al.
Published: (2025)
Energy-Efficient Quantized Federated Learning for Resource-constrained IoT devices
by: Compaoré, Wilfrid Sougrinoma, et al.
Published: (2025)
by: Compaoré, Wilfrid Sougrinoma, et al.
Published: (2025)
Communication-Efficient Federated Learning over Wireless Channels via Gradient Sketching
by: Gattani, Vineet Sunil, et al.
Published: (2024)
by: Gattani, Vineet Sunil, et al.
Published: (2024)
Causal Reasoning: Charting a Revolutionary Course for Next-Generation AI-Native Wireless Networks
by: Thomas, Christo Kurisummoottil, et al.
Published: (2023)
by: Thomas, Christo Kurisummoottil, et al.
Published: (2023)
Federated Attention: A Distributed Paradigm for Collaborative LLM Inference over Edge Networks
by: Deng, Xiumei, et al.
Published: (2025)
by: Deng, Xiumei, et al.
Published: (2025)
Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networks
by: Yang, Li, et al.
Published: (2025)
by: Yang, Li, et al.
Published: (2025)
BAQ: Efficient Bit Allocation Quantization for Large Language Models
by: Zhang, Chao, et al.
Published: (2025)
by: Zhang, Chao, et al.
Published: (2025)
Efficient Zero-Order Federated Finetuning of Language Models for Resource-Constrained Devices
by: Ahmed, Mohamed Aboelenien, et al.
Published: (2025)
by: Ahmed, Mohamed Aboelenien, et al.
Published: (2025)
Fractional-Order Federated Learning
by: Partohaghighi, Mohammad, et al.
Published: (2026)
by: Partohaghighi, Mohammad, et al.
Published: (2026)
Intelligent Attacks and Defense Methods in Federated Learning-enabled Energy-Efficient Wireless Networks
by: Zhang, Han, et al.
Published: (2025)
by: Zhang, Han, et al.
Published: (2025)
A Novel Collaborative Framework for Efficient Synchronization in Split Federated Learning over Wireless Networks
by: Gao, Haoran, et al.
Published: (2025)
by: Gao, Haoran, et al.
Published: (2025)
Fed-ZOE: Communication-Efficient Over-the-Air Federated Learning via Zeroth-Order Estimation
by: Jang, Jonggyu, et al.
Published: (2024)
by: Jang, Jonggyu, et al.
Published: (2024)
RF-GPT: Teaching AI to See the Wireless World
by: Zou, Hang, et al.
Published: (2026)
by: Zou, Hang, et al.
Published: (2026)
Communication-Aware Knowledge Distillation for Federated LLM Fine-Tuning over Wireless Networks
by: Zhang, Xinlu, et al.
Published: (2025)
by: Zhang, Xinlu, et al.
Published: (2025)
Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm
by: Elbakary, Ahmed, et al.
Published: (2024)
by: Elbakary, Ahmed, et al.
Published: (2024)
On Privacy, Security, and Trustworthiness in Distributed Wireless Large AI Models (WLAM)
by: Yang, Zhaohui, et al.
Published: (2024)
by: Yang, Zhaohui, et al.
Published: (2024)
Convergence and Sample Complexity of First-Order Methods for Agnostic Reinforcement Learning
by: Sherman, Uri, et al.
Published: (2025)
by: Sherman, Uri, et al.
Published: (2025)
Visual Perceptual to Conceptual First-Order Rule Learning Networks
by: Gao, Kun, et al.
Published: (2026)
by: Gao, Kun, et al.
Published: (2026)
Lightweight Federated Learning over Wireless Edge Networks
by: Hou, Xiangwang, et al.
Published: (2025)
by: Hou, Xiangwang, et al.
Published: (2025)
Online Optimization Perspective on First-Order and Zero-Order Decentralized Nonsmooth Nonconvex Stochastic Optimization
by: Sahinoglu, Emre, et al.
Published: (2024)
by: Sahinoglu, Emre, et al.
Published: (2024)
Neural Precoding in Complex Projective Spaces
by: Abdullah, Zaid, et al.
Published: (2026)
by: Abdullah, Zaid, et al.
Published: (2026)
Non-Identical Diffusion Models in MIMO-OFDM Channel Generation
by: Yang, Yuzhi, et al.
Published: (2025)
by: Yang, Yuzhi, et al.
Published: (2025)
A Safe Deep Reinforcement Learning Approach for Energy Efficient Federated Learning in Wireless Communication Networks
by: Koursioumpas, Nikolaos, et al.
Published: (2023)
by: Koursioumpas, Nikolaos, et al.
Published: (2023)
Reasoning Beyond Limits: Advances and Open Problems for LLMs
by: Ferrag, Mohamed Amine, et al.
Published: (2025)
by: Ferrag, Mohamed Amine, et al.
Published: (2025)
From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review
by: Ferrag, Mohamed Amine, et al.
Published: (2025)
by: Ferrag, Mohamed Amine, et al.
Published: (2025)
Order Optimal Bounds for One-Shot Federated Learning over non-Convex Loss Functions
by: Sharifnassab, Arsalan, et al.
Published: (2021)
by: Sharifnassab, Arsalan, et al.
Published: (2021)
Communication-Efficient and Differentially Private Vertical Federated Learning with Zeroth-Order Optimization
by: Zhang, Jianing, et al.
Published: (2025)
by: Zhang, Jianing, et al.
Published: (2025)
On the Complexity of First-Order Methods in Stochastic Bilevel Optimization
by: Kwon, Jeongyeol, et al.
Published: (2024)
by: Kwon, Jeongyeol, et al.
Published: (2024)
First-Order Methods for Linearly Constrained Bilevel Optimization
by: Kornowski, Guy, et al.
Published: (2024)
by: Kornowski, Guy, et al.
Published: (2024)
Efficient Federated RLHF via Zeroth-Order Policy Optimization
by: Wang, Deyi, et al.
Published: (2026)
by: Wang, Deyi, et al.
Published: (2026)
Scalable and Resource-Efficient Second-Order Federated Learning via Over-the-Air Aggregation
by: Ghalkha, Abdulmomen, et al.
Published: (2024)
by: Ghalkha, Abdulmomen, et al.
Published: (2024)
Hierarchical Zero-Order Optimization for Deep Neural Networks
by: Cao, Sansheng, et al.
Published: (2026)
by: Cao, Sansheng, et al.
Published: (2026)
Similar Items
-
Communication and Energy Efficient Federated Learning using Zero-Order Optimization Technique
by: Mhanna, Elissa, et al.
Published: (2024) -
Rendering Wireless Environments Useful for Gradient Estimators: A Zero-Order Stochastic Federated Learning Method
by: Mhanna, Elissa, et al.
Published: (2024) -
Privacy-Enhanced Zero-Order Federated Learning via xMK-CKKS over Wireless Channels
by: Ayli, Anthony, et al.
Published: (2026) -
Single Point-Based Distributed Zeroth-Order Optimization with a Non-Convex Stochastic Objective Function
by: Mhanna, Elissa, et al.
Published: (2024) -
SpaFL: Communication-Efficient Federated Learning with Sparse Models and Low computational Overhead
by: Kim, Minsu, et al.
Published: (2024)