Tag: causal machine learning
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FedSQ: Stable Federated Learning with Fixed Gating
Discover FedSQ, a method improving federated learning stability and accuracy by optimized weight averaging with fixed gating masks in decentralized AI.
Provenance-Based Gradient Guidance for Synthetic Data Learning
Enhance machine learning with provenance-based input gradient guidance to improve synthetic data training and reduce spurious correlations effectively.
Detect Partial Deepfake Speech with Split-and-Conquer Method
Discover a novel split-and-conquer framework that improves detection of partial deepfake speech using boundary detection and segment classification.
LLM and Graph Integration Insights from VLDB 2025
Explore key research, challenges, and innovations from the LLM+Graph Workshop at VLDB 2025 on merging large language models with graph data.
Create AI Onboarding Agents with Amazon Quick Easily
Learn how to build AI-powered employee onboarding agents using Amazon Quick to streamline HR tasks and improve new hire experiences.