Showing 1–20 of 124 results
/ Date/ Name
Oct 28, 2021Click-Based Student Performance Prediction: A Clustering Guided Meta-Learning ApproachNov 2, 2020Frequency-based Automated Modulation Classification in the Presence of AdversariesSep 7, 2021Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster SamplingJul 25, 2020Minimum Overhead Beamforming and Resource Allocation in D2D Edge NetworksApr 7, 2022Decentralized Event-Triggered Federated Learning with Heterogeneous Communication ThresholdsJun 22, 2018Personalized Thread Recommendation for MOOC Discussion ForumsMay 22, 2023Asynchronous Multi-Model Dynamic Federated Learning over Wireless Networks: Theory, Modeling, and OptimizationNov 1, 2023StableFDG: Style and Attention Based Learning for Federated Domain GeneralizationAug 9, 2024Sparsity-Preserving Encodings for Straggler-Optimal Distributed Matrix Computations at the EdgeNov 7, 2023Device Sampling and Resource Optimization for Federated Learning in Cooperative Edge NetworksSep 27, 2024Hierarchical Federated Learning with Multi-Timescale Gradient CorrectionMar 29, 2025Multi-Agent Reinforcement Learning for Graph Discovery in D2D-Enabled Federated LearningMar 22, 2015Mining MOOC Clickstreams: On the Relationship Between Learner Behavior and PerformanceMar 7, 2025Physics-Informed Generative Approaches for Wireless Channel ModelingAug 27, 2025Error Analysis for Over-the-Air Federated Learning under Misaligned and Time-Varying ChannelsJan 15, 2024Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine TranslationJun 8, 2023Mitigating Evasion Attacks in Federated Learning-Based Signal ClassifiersApr 8, 2025Decentralized Domain Generalization with Style Sharing: Formal Model and Convergence AnalysisApr 22, 2025Learning-Based Two-Way Communications: Algorithmic Framework and Comparative AnalysisMay 30, 2025RCCDA: Adaptive Model Updates in the Presence of Concept Drift under a Constrained Resource Budget