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— Unverified On Differential Privacy for Federated Learning in Wireless Systems with Multiple Base Stations Aug 25, 2022 Federated Learning
— Unverified One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular Optimization Oct 30, 2022 Federated Learning
— Unverified One Node Per User: Node-Level Federated Learning for Graph Neural Networks Sep 29, 2024 Federated Learning Graph Learning
— Unverified One-Shot Clustering for Federated Learning Mar 6, 2025 Clustering Federated Learning
— Unverified One-shot Empirical Privacy Estimation for Federated Learning Feb 6, 2023 Federated Learning
— Unverified One-Shot Federated Learning Feb 28, 2019 Ensemble Learning Federated Learning
— Unverified One-Shot Federated Learning for LEO Constellations that Reduces Convergence Time from Days to 90 Minutes May 21, 2023 Federated Learning Knowledge Distillation
— Unverified A One-shot Framework for Distributed Clustered Learning in Heterogeneous Environments Sep 22, 2022 Clustering Federated Learning
— Unverified One-Shot Federated Learning with Bayesian Pseudocoresets Jun 4, 2024 Federated Learning
— Unverified One-Shot Federated Learning with Classifier-Guided Diffusion Models Nov 15, 2023 Federated Learning
— Unverified One-Shot Federated Learning with Classifier-Free Diffusion Models Feb 12, 2025 Benchmarking Dataset Generation
— Unverified One-Shot Federated Learning with Neuromorphic Processors Nov 1, 2020 Federated Learning Gesture Recognition
— Unverified One-Shot Federated Unsupervised Domain Adaptation with Scaled Entropy Attention and Multi-Source Smoothed Pseudo Labeling Mar 13, 2025 Domain Adaptation Federated Learning
— Unverified On Feasibility of Server-side Backdoor Attacks on Split Learning Feb 19, 2023 Backdoor Attack Federated Learning
— Unverified On Federated Learning of Deep Networks from Non-IID Data: Parameter Divergence and the Effects of Hyperparametric Methods Sep 25, 2019 Federated Learning Hyperparameter Optimization
— Unverified On Federated Learning with Energy Harvesting Clients Feb 12, 2022 Federated Learning Scheduling
— Unverified On Global Convergence Rates for Federated Policy Gradient under Heterogeneous Environment May 29, 2025 Federated Learning Policy Gradient Methods
— Unverified On Heterogeneously Distributed Data, Sparsity Matters Sep 29, 2021 Federated Learning Personalized Federated Learning
— Unverified On Homomorphic Encryption Based Strategies for Class Imbalance in Federated Learning Oct 28, 2024 Federated Learning Privacy Preserving
— Unverified On Using Secure Aggregation in Differentially Private Federated Learning with Multiple Local Steps Jul 27, 2024 Federated Learning
— Unverified On Knowledge Editing in Federated Learning: Perspectives, Challenges, and Future Directions Jun 2, 2023 Federated Learning knowledge editing
— Unverified On Large-Cohort Training for Federated Learning Jun 15, 2021 Fairness Federated Learning
— Unverified Online Auction-Based Incentive Mechanism Design for Horizontal Federated Learning with Budget Constraint Jan 22, 2022 Computational Efficiency Federated Learning
— Unverified Online Client Scheduling and Resource Allocation for Efficient Federated Edge Learning Sep 29, 2024 Federated Learning Scheduling
— Unverified To Store or Not? Online Data Selection for Federated Learning with Limited Storage Sep 1, 2022 Activity Recognition Data Valuation
— Unverified Online Distributed Learning with Quantized Finite-Time Coordination Jul 13, 2023 Federated Learning
— Unverified Online federated learning framework for classification Mar 19, 2025 Classification Computational Efficiency
— Unverified Online Federated Learning via Non-Stationary Detection and Adaptation amidst Concept Drift Nov 22, 2022 Federated Learning
— Unverified Online Federation For Mixtures of Proprietary Agents with Black-Box Encoders Apr 30, 2025 AI Agent Federated Learning
— Unverified Online Learning with Adversaries: A Differential-Inclusion Analysis Apr 4, 2023 Federated Learning
— Unverified Online Meta-Learning for Model Update Aggregation in Federated Learning for Click-Through Rate Prediction Aug 30, 2022 Click-Through Rate Prediction Federated Learning
— Unverified Online Mirror Descent for Tchebycheff Scalarization in Multi-Objective Optimization Oct 29, 2024 Fairness Federated Learning
— Unverified Online Model Compression for Federated Learning with Large Models May 6, 2022 Federated Learning Model Compression
— Unverified Online-Score-Aided Federated Learning: Taming the Resource Constraints in Wireless Networks Aug 12, 2024 Federated Learning
— Unverified Online Spatio-Temporal Correlation-Based Federated Learning for Traffic Flow Forecasting Feb 17, 2023 Federated Learning Graph Attention
— Unverified Online Vertical Federated Learning for Cooperative Spectrum Sensing Dec 18, 2023 Federated Learning Vertical Federated Learning
— Unverified Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine Translation Jan 15, 2024 Federated Learning Machine Translation
— Unverified On Model Protection in Federated Learning against Eavesdropping Attacks Apr 2, 2025 Federated Learning
— Unverified On Principled Local Optimization Methods for Federated Learning Jan 24, 2024 Federated Learning
— Unverified On Sampling Strategies for Spectral Model Sharding Oct 31, 2024 Classification Federated Learning
— Unverified On Second-order Optimization Methods for Federated Learning Sep 6, 2021 Federated Learning Specificity
— Unverified Towards Federated RLHF with Aggregated Client Preference for LLMs Jul 3, 2024 Federated Learning Language Modeling
— Unverified On the Convergence of a Federated Expectation-Maximization Algorithm Aug 11, 2024 Federated Learning
— Unverified On the Convergence of Continual Federated Learning Using Incrementally Aggregated Gradients Nov 12, 2024 Federated Learning
— Unverified On the Convergence of Federated Averaging with Cyclic Client Participation Feb 6, 2023 Federated Learning
— Unverified On the Convergence of FedProx with Extrapolation and Inexact Prox Oct 2, 2024 Federated Learning
— Unverified On the Convergence of Heterogeneous Federated Learning with Arbitrary Adaptive Online Model Pruning Jan 27, 2022 Federated Learning Open-Ended Question Answering
— Unverified On the Convergence of Local Descent Methods in Federated Learning Oct 31, 2019 Distributed Optimization Federated Learning
— Unverified 