On Homomorphic Encryption Based Strategies for Class Imbalance in Federated Learning Oct 28, 2024 Federated Learning Privacy Preserving
— Unverified 00 On Using Secure Aggregation in Differentially Private Federated Learning with Multiple Local Steps Jul 27, 2024 Federated Learning
— Unverified 00 On Knowledge Editing in Federated Learning: Perspectives, Challenges, and Future Directions Jun 2, 2023 Federated Learning knowledge editing
— Unverified 00 On Large-Cohort Training for Federated Learning Jun 15, 2021 Fairness Federated Learning
— Unverified 00 Online Auction-Based Incentive Mechanism Design for Horizontal Federated Learning with Budget Constraint Jan 22, 2022 Computational Efficiency Federated Learning
— Unverified 00 Online Client Scheduling and Resource Allocation for Efficient Federated Edge Learning Sep 29, 2024 Federated Learning Scheduling
— Unverified 00 To Store or Not? Online Data Selection for Federated Learning with Limited Storage Sep 1, 2022 Activity Recognition Data Valuation
— Unverified 00 Online Distributed Learning with Quantized Finite-Time Coordination Jul 13, 2023 Federated Learning
— Unverified 00 Online federated learning framework for classification Mar 19, 2025 Classification Computational Efficiency
— Unverified 00 Online Federated Learning via Non-Stationary Detection and Adaptation amidst Concept Drift Nov 22, 2022 Federated Learning
— Unverified 00 Online Federation For Mixtures of Proprietary Agents with Black-Box Encoders Apr 30, 2025 AI Agent Federated Learning
— Unverified 00 Online Learning with Adversaries: A Differential-Inclusion Analysis Apr 4, 2023 Federated Learning
— Unverified 00 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 00 Online Mirror Descent for Tchebycheff Scalarization in Multi-Objective Optimization Oct 29, 2024 Fairness Federated Learning
— Unverified 00 Online Model Compression for Federated Learning with Large Models May 6, 2022 Federated Learning Model Compression
— Unverified 00 Online-Score-Aided Federated Learning: Taming the Resource Constraints in Wireless Networks Aug 12, 2024 Federated Learning
— Unverified 00 Online Spatio-Temporal Correlation-Based Federated Learning for Traffic Flow Forecasting Feb 17, 2023 Federated Learning Graph Attention
— Unverified 00 Online Vertical Federated Learning for Cooperative Spectrum Sensing Dec 18, 2023 Federated Learning Vertical Federated Learning
— Unverified 00 Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine Translation Jan 15, 2024 Federated Learning Machine Translation
— Unverified 00 On Model Protection in Federated Learning against Eavesdropping Attacks Apr 2, 2025 Federated Learning
— Unverified 00 On Principled Local Optimization Methods for Federated Learning Jan 24, 2024 Federated Learning
— Unverified 00 On Sampling Strategies for Spectral Model Sharding Oct 31, 2024 Classification Federated Learning
— Unverified 00 On Second-order Optimization Methods for Federated Learning Sep 6, 2021 Federated Learning Specificity
— Unverified 00 Towards Federated RLHF with Aggregated Client Preference for LLMs Jul 3, 2024 Federated Learning Language Modeling
— Unverified 00 On the Convergence of a Federated Expectation-Maximization Algorithm Aug 11, 2024 Federated Learning
— Unverified 00 On the Convergence of Continual Federated Learning Using Incrementally Aggregated Gradients Nov 12, 2024 Federated Learning
— Unverified 00 On the Convergence of Federated Averaging with Cyclic Client Participation Feb 6, 2023 Federated Learning
— Unverified 00 On the Convergence of FedProx with Extrapolation and Inexact Prox Oct 2, 2024 Federated Learning
— Unverified 00 On the Convergence of Heterogeneous Federated Learning with Arbitrary Adaptive Online Model Pruning Jan 27, 2022 Federated Learning Open-Ended Question Answering
— Unverified 00 On the Convergence of Local Descent Methods in Federated Learning Oct 31, 2019 Distributed Optimization Federated Learning
— Unverified 00 On the Convergence of Zeroth-Order Federated Tuning for Large Language Models Feb 8, 2024 Federated Learning GPU
— Unverified 00 On the Convergence Time of Federated Learning Over Wireless Networks Under Imperfect CSI Apr 1, 2021 Federated Learning
— Unverified 00 On the Decentralization of Blockchain-enabled Asynchronous Federated Learning May 20, 2022 Edge-computing Federated Learning
— Unverified 00 Communication Efficient Federated Learning with Energy Awareness over Wireless Networks Apr 15, 2020 Federated Learning
— Unverified 00 On the Design of Communication-Efficient Federated Learning for Health Monitoring Nov 30, 2022 Federated Learning Transfer Learning
— Unverified 00 On the dynamics of multi agent nonlinear filtering and learning Sep 7, 2023 Federated Learning
— Unverified 00 On the Effect of Defections in Federated Learning and How to Prevent Them Nov 28, 2023 Federated Learning
— Unverified 00 On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning Dec 2, 2022 Federated Learning Meta-Learning
— Unverified 00 On the Distributed Evaluation of Generative Models Oct 18, 2023 Avg Federated Learning
— Unverified 00 Breaking the Communication-Privacy-Accuracy Tradeoff with f-Differential Privacy Feb 19, 2023 Data Compression Federated Learning
— Unverified 00 On the Federated Learning Framework for Cooperative Perception Apr 26, 2024 Autonomous Vehicles Decision Making
— Unverified 00 On-the-fly Resource-Aware Model Aggregation for Federated Learning in Heterogeneous Edge Dec 21, 2021 BIG-bench Machine Learning Edge-computing
— Unverified 00 On the Generalization of Wasserstein Robust Federated Learning Jun 3, 2022 Domain Adaptation Federated Learning
— Unverified 00 On the Hardness of Robustness Transfer: A Perspective from Rademacher Complexity over Symmetric Difference Hypothesis Space Feb 23, 2023 Binary Classification Domain Adaptation
— Unverified 00 On the Impact of Data Heterogeneity in Federated Learning Environments with Application to Healthcare Networks Apr 29, 2024 Benchmarking Federated Learning
— Unverified 00 On the Impact of Device and Behavioral Heterogeneity in Federated Learning Feb 15, 2021 Fairness Federated Learning
— Unverified 00 On the Importance of Trust in Next-Generation Networked CPS Systems: An AI Perspective Apr 16, 2021 Decision Making Federated Learning
— Unverified 00 On the Initial Behavior Monitoring Issues in Federated Learning Sep 11, 2021 Federated Learning image-classification
— Unverified 00 On the Local Cache Update Rules in Streaming Federated Learning Mar 28, 2023 Federated Learning image-classification
— Unverified 00 On the Performance of Gradient Tracking with Local Updates Oct 10, 2022 Federated Learning
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