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🤝 Federated Learning

Distributed ML, Privacy-preserving AI, Edge Training, Decentralized Models

FairFedMed: Benchmarking Group Fairness in Federated Medical Imaging with FairLoRA
arxiv.org·8h
🔀CRDT Algorithms
Europe’s Data Vision: Dataspaces for Zero-Trust AI Infrastructure
hackernoon.com·2d
🏠Self-hosted AI
Machine Learning Fundamentals: machine learning with python
dev.to·19h·
Discuss: DEV
🏗️AI Infrastructure
SAT Requires Exhaustive Search
link.springer.com·15h·
Discuss: Hacker News
λFunctional Programming
Federated Graph Unlearning
arxiv.org·8h
💻Local LLMs
Optimal Scheduling Algorithms for LLM Inference: Theory and Practice
arxiv.org·8h
💻Local LLMs
Filtering with Self-Attention and Storing with MLP: One-Layer Transformers Can Provably Acquire and Extract Knowledge
arxiv.org·8h
🏠Self-hosted AI
Evading Data Provenance in Deep Neural Networks
arxiv.org·8h
🏠Self-hosted AI
Flexible Automatic Identification and Removal (FAIR)-Pruner: An Efficient Neural Network Pruning Method
arxiv.org·8h
💻Local LLMs
AlignGuard-LoRA: Alignment-Preserving Fine-Tuning via Fisher-Guided Decomposition and Riemannian-Geodesic Collision Regularization
arxiv.org·8h
💻Local LLMs
Rethinking Multimodality: Optimizing Multimodal Deep Learning for Biomedical Signal Classification
arxiv.org·8h
👥Digital Twins
A Large-Scale Benchmark of Cross-Modal Learning for Histology and Gene Expression in Spatial Transcriptomics
arxiv.org·8h
🧬Computational Biology
MARS: A Meta-Adaptive Reinforcement Learning Framework for Risk-Aware Multi-Agent Portfolio Management
arxiv.org·8h
🤖AI agents
Fusion Sampling Validation in Data Partitioning for Machine Learning
arxiv.org·8h
🔍Chip Verification
Machine Learning Fundamentals: machine learning
dev.to·1d·
Discuss: DEV
🏗️AI Infrastructure
Proactive Disentangled Modeling of Trigger-Object Pairings for Backdoor Defense
arxiv.org·8h
🔐Decentralized Identity
GNN-ASE: Graph-Based Anomaly Detection and Severity Estimation in Three-Phase Induction Machines
arxiv.org·8h
💻Local LLMs
A Message Passing Realization of Expected Free Energy Minimization
arxiv.org·8h
💻Local LLMs
Hyperproperty-Constrained Secure Reinforcement Learning
arxiv.org·1d
🔐Decentralized Identity
Best Full-Stack AI/ML Development Company in the USA
dev.to·3h·
Discuss: DEV
🏗️AI Infrastructure
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