Distribution-Free Federated Learning with Conformal Predictions Oct 14, 2021 Decision Making Federated Learning
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— Unverified 0 Fabricated Flips: Poisoning Federated Learning without Data Feb 7, 2022 Federated Learning
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— Unverified 0 BlindFL: Vertical Federated Machine Learning without Peeking into Your Data Jun 16, 2022 BIG-bench Machine Learning Federated Learning
— Unverified 0 Adapt to Adaptation: Learning to Personalize for Cross-Silo Federated Learning Sep 29, 2021 Federated Learning
— Unverified 0 Linear Convergence in Federated Learning: Tackling Client Heterogeneity and Sparse Gradients Feb 14, 2021 Federated Learning
— Unverified 0 A Blockchain-empowered Multi-Aggregator Federated Learning Architecture in Edge Computing with Deep Reinforcement Learning Optimization Oct 14, 2023 Deep Reinforcement Learning Edge-computing
— Unverified 0 Distributionally Robust Federated Learning: An ADMM Algorithm Mar 24, 2025 Federated Learning
— Unverified 0 Distributionally Robust Federated Learning with Client Drift Minimization May 21, 2025 Fairness Federated Learning
— Unverified 0 Blind Federated Learning without initial model Apr 24, 2024 Federated Learning model
— Unverified 0 Distributionally Robust Federated Averaging Feb 25, 2021 Federated Learning
— Unverified 0 Distributionally Robust Clustered Federated Learning: A Case Study in Healthcare Oct 9, 2024 Federated Learning
— Unverified 0 Blind Federated Learning via Over-the-Air q-QAM Nov 7, 2023 Federated Learning
— Unverified 0 Analysis of Total Variation Minimization for Clustered Federated Learning Mar 10, 2024 Clustering Federated Learning
— Unverified 0 Decentralized Unsupervised Learning of Visual Representations Nov 21, 2021 Contrastive Learning Federated Learning
— Unverified 0 Distributed U-net model and Image Segmentation for Lung Cancer Detection Feb 20, 2025 CPU Federated Learning
— Unverified 0 Distributed Trust Through the Lens of Software Architecture May 25, 2023 Attribute Federated Learning
— Unverified 0 Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms Jun 4, 2019 Federated Learning
— Unverified 0 Analysis of regularized federated learning Nov 3, 2024 Federated Learning
— Unverified 0 Distributed Traffic Synthesis and Classification in Edge Networks: A Federated Self-supervised Learning Approach Feb 1, 2023 Federated Learning Self-Supervised Learning
— Unverified 0 Distributed Stochastic Gradient Descent with Cost-Sensitive and Strategic Agents Dec 5, 2022 Federated Learning
— Unverified 0 Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization Feb 23, 2022 Federated Learning
— Unverified 0 Distributed Skellam Mechanism: a Novel Approach to Federated Learning with Differential Privacy Sep 29, 2021 Federated Learning Math
— Unverified 0 Bit-aware Randomized Response for Local Differential Privacy in Federated Learning Sep 29, 2021 Federated Learning image-classification
— Unverified 0 Distributed sequential federated learning Jan 31, 2023 Distributed Computing Federated Learning
— Unverified 0 Distributed Reinforcement Learning for Privacy-Preserving Dynamic Edge Caching Oct 20, 2021 Edge-computing Federated Learning
— Unverified 0 Distributed Quasi-Newton Method for Fair and Fast Federated Learning Jan 18, 2025 Fairness Federated Learning
— Unverified 0 Binary Federated Learning with Client-Level Differential Privacy Aug 7, 2023 Federated Learning Privacy Preserving
— Unverified 0 Analysis of Error Feedback in Federated Non-Convex Optimization with Biased Compression Nov 25, 2022 Federated Learning
— Unverified 0 AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks Mar 19, 2024 Edge-computing Federated Learning
— Unverified 0 Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization Aug 23, 2022 Fairness Federated Learning
— Unverified 0 Distributed Optimization over Block-Cyclic Data Feb 18, 2020 Distributed Optimization Federated Learning
— Unverified 0 Distributed Optimization for Quadratic Cost Functions over Large-Scale Networks with Quantized Communication and Finite-Time Convergence Apr 2, 2023 Distributed Optimization Federated Learning
— Unverified 0 BICompFL: Stochastic Federated Learning with Bi-Directional Compression Jan 31, 2025 Federated Learning
— Unverified 0 Distributed Online Optimization with Stochastic Agent Availability Nov 25, 2024 Federated Learning
— Unverified 0 Distributed Online Learning with Multiple Kernels Feb 25, 2021 Federated Learning Time Series
— Unverified 0 Bias-Variance Reduced Local SGD for Less Heterogeneous Federated Learning Feb 5, 2021 Distributed Optimization Federated Learning
— Unverified 0 Analysis and Optimization of Wireless Federated Learning with Data Heterogeneity Aug 4, 2023 Federated Learning Scheduling
— Unverified 0 Distributed Newton-Type Methods with Communication Compression and Bernoulli Aggregation Jun 7, 2022 Federated Learning Vocal Bursts Type Prediction
— Unverified 0 Distributed Methods with Compressed Communication for Solving Variational Inequalities, with Theoretical Guarantees Oct 7, 2021 Distributed Computing Federated Learning
— Unverified 0 Distributed Machine Learning for Wireless Communication Networks: Techniques, Architectures, and Applications Dec 2, 2020 BIG-bench Machine Learning Cloud Computing
— Unverified 0 Bias-Eliminating Augmentation Learning for Debiased Federated Learning Jan 1, 2023 Federated Learning image-classification
— Unverified 0 Analysis and Optimal Edge Assignment For Hierarchical Federated Learning on Non-IID Data Dec 10, 2020 Edge-computing Federated Learning
— Unverified 0 Adaptive UAV-Assisted Hierarchical Federated Learning: Optimizing Energy, Latency, and Resilience for Dynamic Smart IoT Networks Mar 8, 2025 Disaster Response Federated Learning
— Unverified 0 Distributed Machine Learning for UAV Swarms: Computing, Sensing, and Semantics Jan 3, 2023 Federated Learning Multi-agent Reinforcement Learning
— Unverified 0 Distributed Machine Learning and the Semblance of Trust Dec 21, 2021 BIG-bench Machine Learning Federated Learning
— Unverified 0 Biased Over-the-Air Federated Learning under Wireless Heterogeneity Mar 28, 2024 Federated Learning
— Unverified 0 Distributed Learning with Low Communication Cost via Gradient Boosting Untrained Neural Network Nov 10, 2020 Federated Learning
— Unverified 0 Distributed learning optimisation of Cox models can leak patient data: Risks and solutions Apr 12, 2022 Federated Learning
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