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🀝 Federated Learning

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

How AI & IoT are helping detect hospital incidents β€” without compromising patient privacy
cloud.google.comΒ·1d
πŸ“ˆTime-series Monitoring
Greedy Is Good. Less Greedy May Be Better
gojiberries.ioΒ·1dΒ·
Discuss: Hacker News
πŸ—οΈAI Infrastructure
Physics-Informed Machine Learning Regulated by Finite Element Analysis for Simulation Acceleration of Laser Powder Bed Fusion
arxiv.orgΒ·6h
πŸ—οΈAI Infrastructure
Causal Operator Discovery in Partial Differential Equations via Counterfactual Physics-Informed Neural Networks
arxiv.orgΒ·6h
πŸ—οΈAI Infrastructure
CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition
arxiv.orgΒ·2d
πŸ—οΈAI Infrastructure
Towards Group Fairness with Multiple Sensitive Attributes in Federated Foundation Models
arxiv.orgΒ·2d
πŸ”„CRDT
Symmetric Reinforcement Learning Loss for Robust Learning on Diverse Tasks and Model Scales
arxiv.orgΒ·2d
πŸ—οΈAI Infrastructure
KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality
arxiv.orgΒ·1d
πŸ—οΈAI Infrastructure
A generalized neural tangent kernel for surrogate gradient learning
arxiv.orgΒ·2d
πŸ’»Local LLMs
Sycophancy in Vision-Language Models: A Systematic Analysis and an Inference-Time Mitigation Framework
arxiv.orgΒ·2d
πŸ’»Local LLMs
How Secure Is a Generative AI Voice Bot for Your Operations?
dev.toΒ·1hΒ·
Discuss: DEV
🎚️Voice AI Systems
Beyond Static Models: Hypernetworks for Adaptive and Generalizable Forecasting in Complex Parametric Dynamical Systems
arxiv.orgΒ·1d
πŸ‘₯Digital Twins
Focus Your Attention: Towards Data-Intuitive Lightweight Vision Transformers
arxiv.orgΒ·2d
⚑Hardware Acceleration
Overtuning in Hyperparameter Optimization
arxiv.orgΒ·1d
⏱️Time-series Optimization
Manifold Learning for Personalized and Label-Free Detection of Cardiac Arrhythmias
arxiv.orgΒ·3d
πŸ—οΈAI Infrastructure
CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models
arxiv.orgΒ·2d
πŸ•ΈοΈKnowledge Graphs
A Comparative Analysis of Distributed Linear Solvers under Data Heterogeneity
arxiv.orgΒ·2d
πŸ—„οΈDistributed Databases
Finetuning a Weather Foundation Model with Lightweight Decoders for Unseen Physical Processes
arxiv.orgΒ·1d
πŸ’»Local LLMs
Variational Learning of Disentangled Representations
arxiv.orgΒ·3d
πŸ’»Local LLMs
Signal Use and Emergent Cooperation
arxiv.orgΒ·1d
πŸ„Mycelium Networks
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