UnifiedFL: A Dynamic Unified Learning Framework for Equitable Federation
arxiv.org·3h
💻Local LLMs
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STAR: A Privacy-Preserving, Energy-Efficient Edge AI Framework for Human Activity Recognition via Wi-Fi CSI in Mobile and Pervasive Computing Environments
arxiv.org·3h
📱Edge AI
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Differential Privacy as a Perk: Federated Learning over Multiple-Access Fading Channels with a Multi-Antenna Base Station
arxiv.org·3d
🏠Self-hosted AI
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Deep Reinforcement Learning Book
📱Edge AI
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Machine Learning and CPU (Central Processing Unit) Scheduling Co-Optimization over a Network of Computing Centers
arxiv.org·1d
🏗️AI Infrastructure
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A mathematical certification for positivity conditions in Neural Networks with applications to partial monotonicity and Trustworthy AI
arxiv.org·3h
🧠Neuromorphic Chips
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Optimal Information Combining for Multi-Agent Systems Using Adaptive Bias Learning
arxiv.org·3h
🤖Swarm Robotics
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Non-Convex Over-the-Air Heterogeneous Federated Learning: A Bias-Variance Trade-off
arxiv.org·3h
📡Edge Computing
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Quantum-Resistant Federated Learning with Lattice-Based Homomorphic Encryption for Medical Imaging
💻Local LLMs
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Generative Federated Learning for Smart Prediction and Recommendation Applications
arxiv.org·4d
📱Edge AI
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Model Inversion with Layer-Specific Modeling and Alignment for Data-Free Continual Learning
arxiv.org·3h
📱Edge AI
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A Three-Stage Bayesian Transfer Learning Framework to Improve Predictions in Data-Scarce Domains
arxiv.org·3h
📱Edge AI
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Fortytwo: Swarm Inference with Peer-Ranked Consensus
arxiv.org·1d
🏗️AI Infrastructure
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Quantum-Resistant Federated Learning with Lattice-Based Homomorphic Encryption for Edge AI Systems
💻Local LLMs
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The Oversight Game: Learning to Cooperatively Balance an AI Agent's Safety and Autonomy
arxiv.org·3h
🤖Swarm Robotics
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Adaptive Sensor Fusion for Cooperative Multi-Robot Object Tracking in Dynamic Cluttered Environments
🤖Swarm Robotics
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Wireless Sensor Networks as Parallel and Distributed Hardware Platform for Artificial Neural Networks
arxiv.org·3h
🧠Neuromorphic Chips
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